This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

Table 1. Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.
Issue Howard Bayes
Time series 1999 - present 1977 - present
Bias in SWHS Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests. Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data. Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas. Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with. By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.
**Figure 1.**- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.


**Figure 2.**- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).


Results

**Figure X.**- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

**Figure 3.**- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 3.**- Total rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.


Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

**Figure 4.**- Black rockfish harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.


And black rockfish releases…

**Figure 5.**- Black rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.





**Figure 6.**- Yellow rockfish harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 7.**- Yellow rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.





**Figure 8.**- DSR rockfish (excluding yelloweye) harvests 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 9.**- DSR rockfish releases (including yelloweye) 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 11.**- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.



**Figure 12.**- Slope rockfish releases 1996--2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

**Figure 13.**- Black rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 13.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.



**Figure 14.**- Yellow rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 14.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

**Figure 15.**- Pelagic rockfish estimated total removals in lbs in 1996--2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 15.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


**Figure 16.**- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


**Figure 17.**- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.


Model fit

Logbook residuals

**Figure 18.**- Residuals from logbook harvests.

Figure 18.- Residuals from logbook harvests.


SWHS residuals

**Figure 19.**- Residuals from SWHS harvests.

Figure 19.- Residuals from SWHS harvests.



**Figure 20.**- Residual of SWHS releases.

Figure 20.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

**Figure 21.**- Mean percent of harvest by charter anglers.

Figure 21.- Mean percent of harvest by charter anglers.


When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

**Figure 22.**- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

Figure 22.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.


**Figure 23.**- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 23.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.


**Figure 24.**- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 24.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.


**Figure 25.**- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 25.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.


**Figure 26.**- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 26.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.


**Figure 27.**- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 27.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

**Figure 28.**- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS *underestimates* the true value and bias > 1 indicates the survey *overestimates* the true value.

Figure 28.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.


Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

**Figure 29.**- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS *underestimates* the true value and bias > 1 indicates the survey *overestimates* the true value.

Figure 29.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

**Figure 30.**- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

Figure 30.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

**Figure 31.**- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

Figure 31.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

**Figure 32.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

Figure 32.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

**Figure 33.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

Figure 33.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

**Figure 34.**- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.



P(slope|non-pelagic & non-yellowye) For release estimates

## NULL



Weight Fits

**Figure 35.**- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 35.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 36.**- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 36.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 37.**- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 37.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 38.**- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


**Figure 39.**- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.


Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.1586345

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.11 while 0.89 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable

area_n

year

user

mean

median

lower

upper

Rhat

sd

skew

area

p_pelagic

11

1

1

0.463

0.459

0.153

0.787

1.223

0.169

0.024

CSEO

p_pelagic

11

1

2

0.412

0.404

0.134

0.734

1.138

0.161

0.050

CSEO

p_pelagic

11

10

1

0.468

0.464

0.160

0.794

1.242

0.170

0.024

CSEO

p_pelagic

11

10

2

0.409

0.398

0.137

0.737

1.169

0.162

0.068

CSEO

p_pelagic

11

11

1

0.469

0.471

0.157

0.793

1.224

0.169

-0.012

CSEO

p_pelagic

11

11

2

0.413

0.404

0.125

0.749

1.136

0.163

0.055

CSEO

p_pelagic

11

12

1

0.470

0.464

0.163

0.800

1.242

0.171

0.035

CSEO

p_pelagic

11

12

2

0.416

0.410

0.136

0.734

1.150

0.160

0.037

CSEO

p_pelagic

11

13

1

0.471

0.466

0.167

0.788

1.208

0.170

0.029

CSEO

p_pelagic

11

13

2

0.410

0.397

0.130

0.753

1.140

0.165

0.079

CSEO

p_yellow

11

13

2

0.737

0.761

0.426

0.931

1.014

0.135

-0.177

CSEO

p_pelagic

11

14

1

0.475

0.477

0.183

0.782

1.246

0.161

-0.012

CSEO

p_pelagic

11

14

2

0.419

0.414

0.140

0.742

1.137

0.161

0.031

CSEO

p_pelagic

11

15

1

0.398

0.380

0.124

0.739

1.238

0.166

0.108

CSEO

p_pelagic

11

15

2

0.399

0.387

0.130

0.735

1.123

0.162

0.074

CSEO

p_pelagic

11

16

1

0.490

0.487

0.192

0.799

1.237

0.161

0.019

CSEO

p_pelagic

11

16

2

0.419

0.408

0.148

0.753

1.146

0.162

0.068

CSEO

p_pelagic

11

17

1

0.473

0.467

0.182

0.786

1.227

0.160

0.038

CSEO

p_pelagic

11

17

2

0.416

0.406

0.143

0.738

1.153

0.161

0.062

CSEO

p_pelagic

11

18

1

0.476

0.474

0.182

0.785

1.189

0.160

0.012

CSEO

p_pelagic

11

18

2

0.414

0.404

0.138

0.743

1.109

0.159

0.063

CSEO

p_pelagic

11

19

1

0.487

0.480

0.193

0.793

1.181

0.159

0.044

CSEO

p_pelagic

11

19

2

0.415

0.410

0.135

0.726

1.128

0.158

0.032

CSEO

p_pelagic

11

2

1

0.467

0.464

0.158

0.786

1.223

0.170

0.018

CSEO

p_pelagic

11

2

2

0.409

0.399

0.132

0.726

1.147

0.159

0.063

CSEO

p_pelagic

11

20

1

0.488

0.487

0.204

0.786

1.167

0.157

0.006

CSEO

p_pelagic

11

20

2

0.424

0.416

0.148

0.739

1.130

0.159

0.050

CSEO

p_pelagic

11

21

1

0.484

0.481

0.207

0.784

1.144

0.157

0.019

CSEO

p_pelagic

11

21

2

0.426

0.419

0.143

0.751

1.144

0.163

0.043

CSEO

p_pelagic

11

22

2

0.424

0.413

0.151

0.740

1.092

0.157

0.070

CSEO

p_pelagic

11

23

2

0.428

0.419

0.144

0.750

1.075

0.159

0.057

CSEO

p_pelagic

11

3

1

0.466

0.461

0.161

0.787

1.231

0.170

0.029

CSEO

p_pelagic

11

3

2

0.412

0.400

0.138

0.746

1.173

0.162

0.074

CSEO

p_pelagic

11

4

1

0.474

0.473

0.158

0.792

1.212

0.169

0.006

CSEO

p_pelagic

11

4

2

0.411

0.402

0.135

0.751

1.153

0.162

0.056

CSEO

p_pelagic

11

5

1

0.464

0.461

0.168

0.783

1.231

0.166

0.018

CSEO

p_pelagic

11

5

2

0.414

0.407

0.135

0.743

1.145

0.163

0.043

CSEO

p_pelagic

11

6

1

0.462

0.457

0.156

0.788

1.230

0.170

0.029

CSEO

p_pelagic

11

6

2

0.415

0.409

0.135

0.750

1.190

0.164

0.037

CSEO

p_pelagic

11

7

1

0.466

0.466

0.170

0.789

1.250

0.164

0.000

CSEO

p_pelagic

11

7

2

0.410

0.397

0.133

0.742

1.131

0.162

0.080

CSEO

p_pelagic

11

8

1

0.468

0.467

0.157

0.784

1.255

0.168

0.006

CSEO

p_pelagic

11

8

2

0.410

0.399

0.141

0.737

1.131

0.161

0.069

CSEO

p_pelagic

11

9

1

0.464

0.459

0.157

0.781

1.211

0.167

0.030

CSEO

p_pelagic

11

9

2

0.410

0.403

0.130

0.741

1.130

0.161

0.043

CSEO

p_yellow

12

1

1

0.305

0.272

0.081

0.756

1.019

0.168

0.196

EWYKT

p_yellow

12

1

2

0.146

0.112

0.029

0.511

1.060

0.129

0.264

EWYKT

p_yellow

12

10

1

0.305

0.273

0.083

0.768

1.027

0.167

0.191

EWYKT

p_yellow

12

10

2

0.147

0.114

0.028

0.503

1.065

0.131

0.253

EWYKT

p_yellow

12

11

1

0.305

0.274

0.081

0.739

1.015

0.168

0.185

EWYKT

p_yellow

12

11

2

0.143

0.109

0.026

0.534

1.067

0.128

0.265

EWYKT

p_yellow

12

12

1

0.311

0.278

0.084

0.752

1.029

0.168

0.196

EWYKT

p_yellow

12

12

2

0.145

0.110

0.028

0.504

1.068

0.130

0.269

EWYKT

p_yellow

12

13

1

0.303

0.270

0.083

0.738

1.018

0.167

0.198

EWYKT

p_yellow

12

13

2

0.143

0.108

0.028

0.489

1.054

0.131

0.268

EWYKT

p_yellow

12

14

1

0.306

0.274

0.084

0.743

1.019

0.166

0.193

EWYKT

p_yellow

12

14

2

0.144

0.109

0.028

0.487

1.068

0.130

0.270

EWYKT

p_yellow

12

15

1

0.307

0.277

0.085

0.736

1.018

0.167

0.180

EWYKT

p_yellow

12

15

2

0.143

0.107

0.028

0.482

1.061

0.129

0.280

EWYKT

p_yellow

12

16

1

0.304

0.274

0.081

0.736

1.014

0.165

0.182

EWYKT

p_yellow

12

16

2

0.144

0.112

0.028

0.485

1.065

0.126

0.255

EWYKT

p_yellow

12

17

1

0.309

0.277

0.083

0.743

1.024

0.167

0.192

EWYKT

p_yellow

12

17

2

0.145

0.110

0.026

0.503

1.055

0.131

0.268

EWYKT

p_yellow

12

18

1

0.301

0.266

0.082

0.756

1.023

0.168

0.209

EWYKT

p_yellow

12

18

2

0.146

0.111

0.028

0.511

1.075

0.130

0.270

EWYKT

p_yellow

12

19

1

0.303

0.272

0.081

0.735

1.019

0.164

0.189

EWYKT

p_yellow

12

19

2

0.145

0.110

0.026

0.480

1.061

0.127

0.275

EWYKT

p_yellow

12

2

1

0.311

0.278

0.088

0.771

1.017

0.171

0.194

EWYKT

p_yellow

12

2

2

0.144

0.110

0.028

0.498

1.071

0.127

0.268

EWYKT

p_yellow

12

20

1

0.306

0.273

0.082

0.731

1.017

0.168

0.197

EWYKT

p_yellow

12

20

2

0.141

0.107

0.026

0.499

1.059

0.129

0.263

EWYKT

p_yellow

12

21

1

0.306

0.277

0.087

0.740

1.023

0.164

0.177

EWYKT

p_yellow

12

21

2

0.145

0.111

0.029

0.475

1.072

0.126

0.270

EWYKT

p_yellow

12

22

1

0.309

0.277

0.086

0.727

1.019

0.167

0.191

EWYKT

p_yellow

12

22

2

0.145

0.108

0.028

0.486

1.066

0.130

0.284

EWYKT

p_yellow

12

23

1

0.296

0.267

0.082

0.712

1.031

0.162

0.179

EWYKT

p_yellow

12

23

2

0.145

0.112

0.027

0.494

1.056

0.127

0.259

EWYKT

p_yellow

12

24

1

0.306

0.275

0.083

0.722

1.019

0.165

0.188

EWYKT

p_yellow

12

24

2

0.145

0.111

0.026

0.489

1.054

0.129

0.265

EWYKT

p_yellow

12

25

1

0.317

0.288

0.089

0.767

1.021

0.169

0.172

EWYKT

p_yellow

12

25

2

0.144

0.108

0.026

0.492

1.059

0.130

0.277

EWYKT

p_yellow

12

26

1

0.307

0.275

0.086

0.740

1.017

0.167

0.191

EWYKT

p_yellow

12

26

2

0.142

0.110

0.028

0.501

1.067

0.127

0.251

EWYKT

p_yellow

12

27

1

0.351

0.328

0.100

0.757

1.016

0.166

0.138

EWYKT

p_yellow

12

27

2

0.146

0.113

0.028

0.501

1.063

0.130

0.253

EWYKT

p_yellow

12

28

1

0.313

0.286

0.089

0.737

1.020

0.163

0.166

EWYKT

p_yellow

12

28

2

0.143

0.112

0.026

0.450

1.052

0.123

0.252

EWYKT

p_yellow

12

29

2

0.133

0.109

0.027

0.380

1.028

0.103

0.234

EWYKT

p_yellow

12

3

1

0.306

0.271

0.080

0.741

1.021

0.167

0.209

EWYKT

p_yellow

12

3

2

0.143

0.107

0.026

0.461

1.066

0.127

0.283

EWYKT

p_yellow

12

4

1

0.304

0.272

0.085

0.753

1.019

0.165

0.194

EWYKT

p_yellow

12

4

2

0.144

0.111

0.026

0.502

1.055

0.125

0.264

EWYKT

p_yellow

12

5

1

0.303

0.271

0.083

0.738

1.020

0.166

0.193

EWYKT

p_yellow

12

5

2

0.146

0.112

0.028

0.494

1.057

0.130

0.262

EWYKT

p_yellow

12

6

1

0.307

0.278

0.083

0.732

1.020

0.167

0.173

EWYKT

p_yellow

12

6

2

0.142

0.108

0.026

0.506

1.072

0.128

0.265

EWYKT

p_yellow

12

7

1

0.302

0.268

0.089

0.740

1.022

0.164

0.207

EWYKT

p_yellow

12

7

2

0.144

0.108

0.027

0.493

1.056

0.128

0.281

EWYKT

p_yellow

12

8

1

0.302

0.266

0.083

0.754

1.019

0.167

0.216

EWYKT

p_yellow

12

8

2

0.143

0.109

0.026

0.456

1.056

0.125

0.271

EWYKT

p_yellow

12

9

1

0.304

0.270

0.084

0.741

1.017

0.165

0.206

EWYKT

p_yellow

12

9

2

0.145

0.111

0.028

0.491

1.055

0.131

0.260

EWYKT

p_pelagic

13

1

1

0.500

0.497

0.192

0.811

1.022

0.167

0.018

NSEI

p_pelagic

13

1

2

0.288

0.264

0.077

0.598

1.039

0.140

0.172

NSEI

p_pelagic

13

10

1

0.496

0.498

0.194

0.810

1.028

0.167

-0.012

NSEI

p_pelagic

13

10

2

0.292

0.269

0.078

0.611

1.033

0.142

0.162

NSEI

p_pelagic

13

11

1

0.497

0.501

0.185

0.799

1.025

0.165

-0.024

NSEI

p_pelagic

13

11

2

0.293

0.269

0.081

0.603

1.027

0.142

0.169

NSEI

p_pelagic

13

12

1

0.502

0.501

0.186

0.802

1.022

0.163

0.006

NSEI

p_pelagic

13

12

2

0.291

0.269

0.080

0.606

1.025

0.140

0.157

NSEI

p_pelagic

13

13

1

0.501

0.501

0.198

0.794

1.027

0.162

0.000

NSEI

p_pelagic

13

13

2

0.289

0.266

0.078

0.601

1.024

0.140

0.164

NSEI

p_pelagic

13

14

1

0.483

0.478

0.189

0.799

1.040

0.162

0.031

NSEI

p_pelagic

13

14

2

0.282

0.263

0.077

0.585

1.025

0.136

0.140

NSEI

p_pelagic

13

15

1

0.451

0.443

0.166

0.772

1.026

0.162

0.049

NSEI

p_pelagic

13

15

2

0.264

0.243

0.072

0.574

1.020

0.131

0.161

NSEI

p_pelagic

13

16

1

0.486

0.488

0.185

0.800

1.020

0.164

-0.012

NSEI

p_pelagic

13

16

2

0.288

0.266

0.082

0.596

1.028

0.138

0.159

NSEI

p_pelagic

13

17

1

0.494

0.496

0.193

0.798

1.025

0.163

-0.012

NSEI

p_pelagic

13

17

2

0.290

0.271

0.081

0.592

1.020

0.135

0.140

NSEI

p_pelagic

13

18

1

0.501

0.501

0.207

0.800

1.024

0.157

0.000

NSEI

p_pelagic

13

18

2

0.295

0.278

0.086

0.605

1.019

0.138

0.123

NSEI

p_pelagic

13

19

1

0.487

0.479

0.185

0.796

1.033

0.165

0.048

NSEI

p_pelagic

13

19

2

0.286

0.263

0.077

0.608

1.018

0.138

0.166

NSEI

p_pelagic

13

2

1

0.492

0.490

0.184

0.799

1.028

0.164

0.012

NSEI

p_pelagic

13

2

2

0.285

0.259

0.077

0.603

1.028

0.141

0.185

NSEI

p_pelagic

13

20

1

0.496

0.491

0.192

0.797

1.025

0.161

0.031

NSEI

p_pelagic

13

20

2

0.292

0.271

0.080

0.603

1.020

0.139

0.151

NSEI

p_pelagic

13

21

1

0.507

0.509

0.217

0.807

1.027

0.160

-0.013

NSEI

p_pelagic

13

21

2

0.300

0.280

0.087

0.604

1.014

0.138

0.145

NSEI

p_pelagic

13

22

2

0.291

0.271

0.084

0.603

1.011

0.135

0.148

NSEI

p_pelagic

13

23

2

0.293

0.273

0.087

0.610

1.024

0.139

0.144

NSEI

p_pelagic

13

25

2

0.236

0.219

0.069

0.489

1.024

0.109

0.156

NSEI

p_pelagic

13

3

1

0.499

0.500

0.191

0.816

1.025

0.164

-0.006

NSEI

p_pelagic

13

3

2

0.288

0.270

0.074

0.600

1.034

0.139

0.130

NSEI

p_pelagic

13

4

1

0.500

0.503

0.195

0.816

1.022

0.165

-0.018

NSEI

p_pelagic

13

4

2

0.291

0.269

0.078

0.623

1.034

0.142

0.154

NSEI

p_dsr

13

48

1

0.067

0.066

0.046

0.096

1.013

0.013

0.079

NSEI

p_pelagic

13

5

1

0.500

0.500

0.186

0.810

1.037

0.168

0.000

NSEI

p_pelagic

13

5

2

0.290

0.268

0.083

0.610

1.020

0.141

0.157

NSEI

p_pelagic

13

6

1

0.495

0.494

0.185

0.804

1.024

0.163

0.006

NSEI

p_pelagic

13

6

2

0.287

0.268

0.076

0.608

1.026

0.139

0.137

NSEI

p_pelagic

13

7

1

0.502

0.499

0.193

0.806

1.027

0.164

0.018

NSEI

p_pelagic

13

7

2

0.289

0.271

0.079

0.601

1.029

0.139

0.129

NSEI

p_pelagic

13

8

1

0.500

0.500

0.190

0.807

1.031

0.164

0.000

NSEI

p_pelagic

13

8

2

0.288

0.269

0.078

0.604

1.023

0.139

0.136

NSEI

p_pelagic

13

9

1

0.496

0.499

0.198

0.808

1.028

0.164

-0.018

NSEI

p_pelagic

13

9

2

0.288

0.268

0.081

0.613

1.022

0.137

0.146

NSEI

p_pelagic

14

1

1

0.384

0.371

0.118

0.716

1.025

0.160

0.081

NSEO

p_pelagic

14

1

2

0.365

0.355

0.098

0.687

1.027

0.156

0.064

NSEO

p_pelagic

14

10

1

0.385

0.372

0.114

0.720

1.018

0.161

0.081

NSEO

p_pelagic

14

10

2

0.365

0.352

0.110

0.681

1.025

0.156

0.083

NSEO

p_pelagic

14

11

1

0.386

0.377

0.117

0.708

1.015

0.158

0.057

NSEO

p_pelagic

14

11

2

0.366

0.351

0.107

0.709

1.018

0.159

0.095

NSEO

p_pelagic

14

12

1

0.384

0.376

0.123

0.709

1.018

0.157

0.051

NSEO

p_pelagic

14

12

2

0.368

0.356

0.103

0.704

1.019

0.159

0.076

NSEO

p_yellow

14

12

1

0.891

0.913

0.682

0.985

1.010

0.082

-0.267

NSEO

p_pelagic

14

13

1

0.385

0.370

0.118

0.712

1.019

0.159

0.094

NSEO

p_pelagic

14

13

2

0.360

0.343

0.104

0.698

1.020

0.157

0.108

NSEO

p_pelagic

14

14

1

0.378

0.361

0.124

0.708

1.024

0.154

0.110

NSEO

p_pelagic

14

14

2

0.359

0.341

0.104

0.703

1.018

0.157

0.115

NSEO

p_pelagic

14

15

1

0.366

0.351

0.116

0.694

1.017

0.155

0.097

NSEO

p_pelagic

14

15

2

0.352

0.336

0.102

0.677

1.015

0.154

0.104

NSEO

p_pelagic

14

16

1

0.404

0.392

0.133

0.737

1.020

0.157

0.077

NSEO

p_pelagic

14

16

2

0.375

0.364

0.106

0.718

1.026

0.161

0.068

NSEO

p_pelagic

14

17

1

0.344

0.330

0.106

0.673

1.015

0.149

0.094

NSEO

p_pelagic

14

17

2

0.346

0.329

0.101

0.683

1.020

0.152

0.112

NSEO

p_pelagic

14

18

1

0.364

0.348

0.118

0.695

1.016

0.152

0.106

NSEO

p_pelagic

14

18

2

0.356

0.345

0.104

0.684

1.014

0.155

0.071

NSEO

p_pelagic

14

19

1

0.402

0.392

0.137

0.721

1.016

0.157

0.064

NSEO

p_pelagic

14

19

2

0.379

0.367

0.110

0.715

1.016

0.162

0.074

NSEO

p_pelagic

14

2

1

0.385

0.375

0.118

0.707

1.022

0.159

0.063

NSEO

p_pelagic

14

2

2

0.362

0.346

0.099

0.705

1.026

0.160

0.100

NSEO

p_pelagic

14

20

1

0.377

0.360

0.117

0.709

1.023

0.157

0.108

NSEO

p_pelagic

14

20

2

0.364

0.348

0.113

0.692

1.015

0.156

0.102

NSEO

p_pelagic

14

21

1

0.386

0.376

0.124

0.705

1.029

0.154

0.065

NSEO

p_pelagic

14

21

2

0.370

0.358

0.114

0.701

1.012

0.157

0.076

NSEO

p_pelagic

14

22

2

0.368

0.351

0.110

0.699

1.023

0.159

0.107

NSEO

p_pelagic

14

24

2

0.360

0.345

0.109

0.698

1.015

0.154

0.097

NSEO

p_pelagic

14

25

2

0.360

0.345

0.107

0.689

1.013

0.154

0.097

NSEO

p_pelagic

14

3

1

0.387

0.373

0.125

0.713

1.017

0.155

0.090

NSEO

p_pelagic

14

3

2

0.363

0.348

0.102

0.709

1.021

0.161

0.093

NSEO

p_pelagic

14

4

1

0.391

0.376

0.127

0.722

1.027

0.160

0.094

NSEO

p_pelagic

14

4

2

0.357

0.340

0.102

0.695

1.021

0.159

0.107

NSEO

p_pelagic

14

5

1

0.386

0.372

0.118

0.711

1.021

0.160

0.087

NSEO

p_pelagic

14

5

2

0.365

0.352

0.100

0.691

1.031

0.160

0.081

NSEO

p_pelagic

14

6

1

0.385

0.377

0.121

0.703

1.013

0.156

0.051

NSEO

p_pelagic

14

6

2

0.363

0.354

0.106

0.686

1.023

0.156

0.058

NSEO

p_pelagic

14

7

1

0.383

0.368

0.124

0.713

1.021

0.157

0.095

NSEO

p_pelagic

14

7

2

0.363

0.346

0.108

0.701

1.030

0.158

0.107

NSEO

p_pelagic

14

8

1

0.386

0.370

0.115

0.713

1.031

0.160

0.100

NSEO

p_pelagic

14

8

2

0.368

0.353

0.106

0.697

1.022

0.161

0.093

NSEO

p_pelagic

14

9

1

0.381

0.371

0.127

0.706

1.010

0.153

0.065

NSEO

p_pelagic

14

9

2

0.365

0.350

0.100

0.700

1.025

0.160

0.094

NSEO

p_pelagic

15

1

1

0.443

0.438

0.168

0.746

1.020

0.152

0.033

SSEI

p_yellow

15

1

1

0.401

0.388

0.134

0.748

1.016

0.164

0.079

SSEI

p_yellow

15

1

2

0.444

0.433

0.163

0.766

1.030

0.163

0.068

SSEI

p_yellow

15

10

2

0.445

0.439

0.150

0.764

1.029

0.165

0.036

SSEI

p_pelagic

15

11

1

0.441

0.438

0.167

0.736

1.014

0.154

0.019

SSEI

p_yellow

15

11

1

0.404

0.394

0.130

0.750

1.012

0.162

0.062

SSEI

p_yellow

15

11

2

0.440

0.428

0.153

0.779

1.044

0.166

0.072

SSEI

p_pelagic

15

12

1

0.443

0.438

0.160

0.755

1.012

0.154

0.032

SSEI

p_yellow

15

12

1

0.403

0.390

0.135

0.740

1.015

0.164

0.079

SSEI

p_yellow

15

12

2

0.444

0.437

0.159

0.766

1.031

0.163

0.043

SSEI

p_pelagic

15

13

1

0.443

0.438

0.172

0.743

1.012

0.151

0.033

SSEI

p_yellow

15

13

1

0.395

0.381

0.135

0.724

1.012

0.157

0.089

SSEI

p_yellow

15

13

2

0.448

0.440

0.156

0.775

1.033

0.163

0.049

SSEI

p_yellow

15

14

2

0.445

0.438

0.157

0.766

1.026

0.164

0.043

SSEI

p_pelagic

15

15

1

0.416

0.408

0.144

0.724

1.012

0.153

0.052

SSEI

p_yellow

15

15

1

0.397

0.379

0.128

0.732

1.012

0.162

0.111

SSEI

p_yellow

15

15

2

0.442

0.435

0.155

0.764

1.033

0.160

0.044

SSEI

p_yellow

15

16

1

0.398

0.387

0.129

0.711

1.013

0.157

0.070

SSEI

p_yellow

15

16

2

0.446

0.440

0.152

0.781

1.025

0.166

0.036

SSEI

p_yellow

15

17

1

0.400

0.386

0.132

0.734

1.011

0.161

0.087

SSEI

p_yellow

15

17

2

0.447

0.442

0.162

0.764

1.027

0.164

0.031

SSEI

p_yellow

15

18

1

0.397

0.382

0.133

0.733

1.017

0.161

0.093

SSEI

p_yellow

15

18

2

0.445

0.437

0.158

0.768

1.023

0.164

0.049

SSEI

p_pelagic

15

19

1

0.434

0.428

0.164

0.727

1.014

0.150

0.040

SSEI

p_yellow

15

19

1

0.398

0.386

0.130

0.729

1.015

0.161

0.074

SSEI

p_yellow

15

19

2

0.451

0.442

0.164

0.771

1.032

0.164

0.055

SSEI

p_yellow

15

2

1

0.401

0.387

0.134

0.734

1.018

0.161

0.087

SSEI

p_yellow

15

2

2

0.450

0.444

0.151

0.770

1.026

0.164

0.036

SSEI

p_pelagic

15

20

1

0.442

0.438

0.161

0.738

1.013

0.152

0.026

SSEI

p_yellow

15

20

1

0.396

0.385

0.131

0.718

1.013

0.157

0.070

SSEI

p_yellow

15

20

2

0.446

0.441

0.157

0.776

1.030

0.164

0.031

SSEI

p_yellow

15

21

2

0.442

0.433

0.157

0.766

1.024

0.162

0.056

SSEI

p_yellow

15

22

1

0.397

0.383

0.128

0.721

1.011

0.160

0.087

SSEI

p_yellow

15

22

2

0.442

0.433

0.156

0.771

1.021

0.162

0.056

SSEI

p_yellow

15

23

1

0.408

0.398

0.127

0.742

1.013

0.163

0.062

SSEI

p_yellow

15

23

2

0.442

0.433

0.161

0.761

1.031

0.163

0.055

SSEI

p_slope

15

28

1

0.274

0.258

0.083

0.543

1.013

0.121

0.133

SSEI

p_yellow

15

3

1

0.405

0.394

0.133

0.744

1.018

0.165

0.067

SSEI

p_yellow

15

3

2

0.442

0.434

0.152

0.771

1.022

0.161

0.050

SSEI

p_pelagic

15

4

1

0.443

0.436

0.173

0.748

1.019

0.154

0.046

SSEI

p_yellow

15

4

2

0.444

0.435

0.151

0.773

1.022

0.165

0.055

SSEI

p_yellow

15

5

1

0.398

0.382

0.134

0.731

1.011

0.160

0.100

SSEI

p_yellow

15

5

2

0.447

0.439

0.155

0.768

1.020

0.166

0.048

SSEI

p_yellow

15

6

1

0.398

0.389

0.127

0.723

1.012

0.159

0.057

SSEI

p_yellow

15

6

2

0.444

0.437

0.155

0.782

1.036

0.165

0.042

SSEI

p_pelagic

15

7

1

0.443

0.432

0.171

0.749

1.013

0.155

0.071

SSEI

p_yellow

15

7

2

0.448

0.443

0.158

0.767

1.030

0.164

0.031

SSEI

p_pelagic

15

8

1

0.441

0.434

0.161

0.748

1.013

0.157

0.045

SSEI

p_yellow

15

8

1

0.401

0.383

0.132

0.723

1.016

0.160

0.113

SSEI

p_yellow

15

8

2

0.444

0.434

0.157

0.779

1.025

0.166

0.060

SSEI

p_yellow

15

9

1

0.404

0.393

0.138

0.736

1.011

0.161

0.068

SSEI

p_yellow

15

9

2

0.447

0.440

0.153

0.766

1.016

0.163

0.043

SSEI

p_pelagic

16

1

1

0.452

0.451

0.142

0.781

1.205

0.172

0.006

SSEO

p_pelagic

16

1

2

0.403

0.398

0.108

0.750

1.185

0.173

0.029

SSEO

p_pelagic

16

10

1

0.460

0.458

0.146

0.780

1.189

0.172

0.012

SSEO

p_pelagic

16

10

2

0.402

0.393

0.110

0.733

1.141

0.168

0.053

SSEO

p_pelagic

16

11

1

0.462

0.461

0.147

0.784

1.158

0.171

0.006

SSEO

p_pelagic

16

11

2

0.409

0.401

0.117

0.740

1.135

0.167

0.048

SSEO

p_pelagic

16

12

1

0.466

0.460

0.154

0.780

1.171

0.171

0.035

SSEO

p_pelagic

16

12

2

0.410

0.399

0.120

0.748

1.126

0.170

0.065

SSEO

p_pelagic

16

13

1

0.471

0.467

0.167

0.799

1.150

0.170

0.024

SSEO

p_pelagic

16

13

2

0.410

0.402

0.119

0.747

1.116

0.168

0.048

SSEO

p_pelagic

16

14

1

0.456

0.454

0.156

0.782

1.123

0.167

0.012

SSEO

p_pelagic

16

14

2

0.413

0.399

0.124

0.747

1.096

0.166

0.084

SSEO

p_pelagic

16

15

1

0.454

0.448

0.164

0.775

1.121

0.163

0.037

SSEO

p_pelagic

16

15

2

0.418

0.407

0.129

0.762

1.098

0.167

0.066

SSEO

p_pelagic

16

16

1

0.456

0.451

0.164

0.776

1.089

0.164

0.031

SSEO

p_pelagic

16

16

2

0.411

0.396

0.127

0.750

1.090

0.165

0.091

SSEO

p_pelagic

16

17

1

0.519

0.526

0.213

0.805

1.113

0.159

-0.044

SSEO

p_pelagic

16

17

2

0.431

0.427

0.138

0.763

1.067

0.169

0.024

SSEO

p_pelagic

16

18

1

0.500

0.503

0.197

0.801

1.076

0.160

-0.019

SSEO

p_pelagic

16

18

2

0.427

0.420

0.138

0.766

1.054

0.166

0.042

SSEO

p_pelagic

16

19

1

0.487

0.481

0.185

0.802

1.071

0.160

0.037

SSEO

p_pelagic

16

19

2

0.430

0.419

0.140

0.760

1.052

0.163

0.067

SSEO

p_pelagic

16

2

1

0.457

0.457

0.132

0.790

1.192

0.177

0.000

SSEO

p_pelagic

16

2

2

0.402

0.390

0.106

0.747

1.194

0.174

0.069

SSEO

p_pelagic

16

20

1

0.494

0.496

0.194

0.792

1.061

0.159

-0.013

SSEO

p_pelagic

16

20

2

0.429

0.422

0.148

0.751

1.046

0.162

0.043

SSEO

p_pelagic

16

21

1

0.464

0.462

0.180

0.768

1.061

0.157

0.013

SSEO

p_pelagic

16

21

2

0.427

0.423

0.146

0.750

1.036

0.158

0.025

SSEO

p_pelagic

16

22

2

0.436

0.427

0.149

0.755

1.027

0.161

0.056

SSEO

p_pelagic

16

23

2

0.443

0.435

0.154

0.758

1.021

0.158

0.051

SSEO

p_slope

16

29

1

0.132

0.115

0.036

0.316

1.011

0.073

0.233

SSEO

p_pelagic

16

3

1

0.458

0.463

0.138

0.786

1.255

0.173

-0.029

SSEO

p_pelagic

16

3

2

0.405

0.397

0.102

0.740

1.185

0.171

0.047

SSEO

p_pelagic

16

4

1

0.451

0.449

0.131

0.786

1.217

0.174

0.011

SSEO

p_pelagic

16

4

2

0.400

0.388

0.103

0.751

1.177

0.173

0.069

SSEO

p_pelagic

16

5

1

0.460

0.462

0.147

0.793

1.193

0.174

-0.012

SSEO

p_pelagic

16

5

2

0.405

0.405

0.105

0.739

1.162

0.172

0.000

SSEO

p_pelagic

16

6

1

0.456

0.459

0.137

0.776

1.243

0.174

-0.017

SSEO

p_pelagic

16

6

2

0.407

0.399

0.109

0.750

1.162

0.173

0.046

SSEO

p_pelagic

16

7

1

0.460

0.452

0.146

0.797

1.195

0.175

0.046

SSEO

p_pelagic

16

7

2

0.410

0.404

0.114

0.742

1.201

0.171

0.035

SSEO

p_pelagic

16

8

1

0.458

0.455

0.143

0.783

1.165

0.173

0.017

SSEO

p_pelagic

16

8

2

0.404

0.395

0.115

0.749

1.162

0.171

0.053

SSEO

p_pelagic

16

9

1

0.459

0.455

0.158

0.781

1.161

0.172

0.023

SSEO

p_pelagic

16

9

2

0.408

0.401

0.111

0.747

1.173

0.172

0.041

SSEO

p_yellow

2

1

1

0.812

0.832

0.546

0.965

1.015

0.107

-0.187

NG

p_yellow

2

12

2

0.746

0.768

0.441

0.940

1.019

0.133

-0.166

NG

p_yellow

2

15

1

0.811

0.831

0.558

0.957

1.011

0.106

-0.188

NG

p_yellow

2

18

1

0.803

0.829

0.533

0.952

1.014

0.111

-0.234

NG

p_yellow

2

3

1

0.808

0.831

0.535

0.959

1.012

0.113

-0.203

NG

p_yellow

2

4

2

0.753

0.777

0.444

0.942

1.010

0.131

-0.184

NG

p_yellow

2

5

1

0.808

0.828

0.529

0.961

1.013

0.112

-0.179

NG

p_yellow

2

5

2

0.751

0.770

0.443

0.945

1.013

0.132

-0.144

NG

p_yellow

2

7

1

0.807

0.828

0.540

0.957

1.018

0.108

-0.194

NG

p_yellow

2

9

1

0.808

0.831

0.537

0.958

1.021

0.111

-0.208

NG

p_pelagic

3

1

1

0.534

0.537

0.224

0.829

1.012

0.160

-0.019

PWSI

p_pelagic

3

1

2

0.192

0.171

0.051

0.454

1.017

0.105

0.200

PWSI

p_pelagic

3

10

1

0.537

0.541

0.231

0.820

1.015

0.158

-0.025

PWSI

p_pelagic

3

10

2

0.193

0.170

0.046

0.458

1.014

0.110

0.210

PWSI

p_pelagic

3

11

1

0.533

0.539

0.216

0.821

1.016

0.160

-0.038

PWSI

p_pelagic

3

12

1

0.534

0.539

0.224

0.816

1.015

0.158

-0.032

PWSI

p_pelagic

3

13

1

0.535

0.539

0.224

0.831

1.021

0.156

-0.026

PWSI

p_pelagic

3

13

2

0.191

0.169

0.049

0.448

1.012

0.105

0.210

PWSI

p_pelagic

3

14

1

0.536

0.540

0.231

0.822

1.022

0.157

-0.025

PWSI

p_pelagic

3

14

2

0.202

0.182

0.052

0.457

1.013

0.108

0.185

PWSI

p_pelagic

3

15

1

0.530

0.534

0.232

0.821

1.014

0.159

-0.025

PWSI

p_pelagic

3

16

1

0.537

0.541

0.230

0.833

1.019

0.161

-0.025

PWSI

p_pelagic

3

16

2

0.187

0.168

0.049

0.440

1.018

0.102

0.187

PWSI

p_pelagic

3

17

1

0.531

0.537

0.221

0.821

1.014

0.159

-0.038

PWSI

p_pelagic

3

17

2

0.190

0.170

0.049

0.455

1.016

0.104

0.192

PWSI

p_pelagic

3

18

1

0.534

0.541

0.225

0.821

1.018

0.158

-0.044

PWSI

p_pelagic

3

18

2

0.196

0.177

0.051

0.452

1.010

0.105

0.181

PWSI

p_pelagic

3

19

1

0.539

0.542

0.224

0.827

1.014

0.159

-0.019

PWSI

p_pelagic

3

2

1

0.535

0.541

0.228

0.826

1.022

0.160

-0.038

PWSI

p_pelagic

3

2

2

0.193

0.170

0.048

0.452

1.020

0.108

0.212

PWSI

p_pelagic

3

3

1

0.536

0.541

0.222

0.829

1.017

0.158

-0.032

PWSI

p_pelagic

3

3

2

0.193

0.170

0.049

0.448

1.016

0.106

0.217

PWSI

p_pelagic

3

4

1

0.531

0.529

0.229

0.826

1.014

0.159

0.013

PWSI

p_pelagic

3

5

1

0.529

0.534

0.217

0.819

1.023

0.160

-0.031

PWSI

p_pelagic

3

5

2

0.192

0.168

0.048

0.452

1.014

0.108

0.222

PWSI

p_pelagic

3

6

1

0.535

0.538

0.224

0.826

1.013

0.159

-0.019

PWSI

p_pelagic

3

6

2

0.190

0.169

0.048

0.455

1.016

0.106

0.197

PWSI

p_pelagic

3

7

1

0.534

0.538

0.216

0.820

1.012

0.159

-0.025

PWSI

p_pelagic

3

7

2

0.189

0.168

0.047

0.460

1.015

0.105

0.200

PWSI

p_pelagic

3

8

1

0.537

0.543

0.221

0.829

1.022

0.160

-0.037

PWSI

p_pelagic

3

8

2

0.193

0.173

0.048

0.449

1.019

0.106

0.188

PWSI

p_pelagic

3

9

1

0.534

0.538

0.224

0.825

1.021

0.158

-0.025

PWSI

p_pelagic

4

1

1

0.469

0.474

0.128

0.807

1.565

0.189

-0.026

PWSO

p_pelagic

4

1

2

0.459

0.462

0.121

0.807

1.574

0.190

-0.016

PWSO

p_yellow

4

1

1

0.884

0.904

0.672

0.988

1.013

0.083

-0.240

PWSO

p_yellow

4

1

2

0.872

0.893

0.638

0.985

1.020

0.090

-0.234

PWSO

p_pelagic

4

10

1

0.480

0.482

0.142

0.812

1.529

0.185

-0.011

PWSO

p_pelagic

4

10

2

0.466

0.468

0.125

0.807

1.542

0.186

-0.011

PWSO

p_pelagic

4

11

1

0.473

0.472

0.142

0.817

1.496

0.188

0.005

PWSO

p_pelagic

4

11

2

0.462

0.463

0.128

0.808

1.517

0.188

-0.005

PWSO

p_yellow

4

11

2

0.866

0.887

0.634

0.980

1.012

0.091

-0.232

PWSO

p_pelagic

4

12

1

0.479

0.483

0.134

0.816

1.493

0.185

-0.022

PWSO

p_pelagic

4

12

2

0.459

0.461

0.122

0.802

1.513

0.187

-0.011

PWSO

p_pelagic

4

13

1

0.479

0.483

0.141

0.816

1.522

0.187

-0.021

PWSO

p_pelagic

4

13

2

0.462

0.464

0.125

0.803

1.451

0.186

-0.011

PWSO

p_pelagic

4

14

1

0.477

0.478

0.139

0.821

1.439

0.186

-0.005

PWSO

p_pelagic

4

14

2

0.461

0.463

0.126

0.800

1.440

0.183

-0.011

PWSO

p_pelagic

4

15

1

0.470

0.468

0.139

0.808

1.425

0.181

0.011

PWSO

p_pelagic

4

15

2

0.467

0.468

0.132

0.815

1.422

0.185

-0.005

PWSO

p_pelagic

4

16

1

0.479

0.475

0.145

0.819

1.389

0.184

0.022

PWSO

p_pelagic

4

16

2

0.469

0.473

0.119

0.805

1.419

0.187

-0.021

PWSO

p_pelagic

4

17

1

0.482

0.484

0.139

0.824

1.395

0.184

-0.011

PWSO

p_pelagic

4

17

2

0.471

0.468

0.133

0.812

1.312

0.182

0.017

PWSO

p_pelagic

4

18

1

0.481

0.481

0.145

0.807

1.294

0.177

0.000

PWSO

p_pelagic

4

18

2

0.475

0.478

0.146

0.797

1.302

0.174

-0.017

PWSO

p_pelagic

4

19

1

0.484

0.484

0.157

0.803

1.278

0.177

0.000

PWSO

p_pelagic

4

19

2

0.481

0.485

0.160

0.807

1.247

0.175

-0.023

PWSO

p_pelagic

4

2

1

0.466

0.466

0.133

0.814

1.584

0.189

0.000

PWSO

p_pelagic

4

2

2

0.456

0.453

0.126

0.807

1.551

0.188

0.016

PWSO

p_yellow

4

2

1

0.883

0.907

0.663

0.988

1.012

0.087

-0.277

PWSO

p_yellow

4

2

2

0.872

0.894

0.632

0.985

1.011

0.093

-0.237

PWSO

p_pelagic

4

20

1

0.596

0.597

0.507

0.681

1.014

0.045

-0.022

PWSO

p_pelagic

4

20

2

0.375

0.369

0.122

0.671

1.133

0.143

0.042

PWSO

p_pelagic

4

21

2

0.360

0.355

0.192

0.551

1.024

0.092

0.054

PWSO

p_yellow

4

26

2

0.837

0.846

0.692

0.939

1.011

0.065

-0.139

PWSO

p_yellow

4

29

2

0.639

0.643

0.460

0.800

1.017

0.090

-0.044

PWSO

p_pelagic

4

3

1

0.475

0.481

0.129

0.817

1.637

0.191

-0.031

PWSO

p_pelagic

4

3

2

0.462

0.464

0.120

0.806

1.483

0.188

-0.011

PWSO

p_yellow

4

3

1

0.885

0.905

0.676

0.987

1.010

0.084

-0.239

PWSO

p_yellow

4

3

2

0.870

0.892

0.636

0.985

1.011

0.093

-0.237

PWSO

p_yellow

4

30

2

0.659

0.674

0.363

0.885

1.031

0.136

-0.110

PWSO

p_yellow

4

31

2

0.726

0.742

0.444

0.918

1.026

0.123

-0.130

PWSO

p_yellow

4

32

2

0.809

0.821

0.627

0.934

1.016

0.082

-0.147

PWSO

p_pelagic

4

4

1

0.477

0.479

0.130

0.815

1.536

0.188

-0.011

PWSO

p_pelagic

4

4

2

0.458

0.454

0.134

0.801

1.549

0.186

0.021

PWSO

p_yellow

4

4

1

0.885

0.906

0.671

0.987

1.011

0.084

-0.250

PWSO

p_yellow

4

4

2

0.870

0.893

0.629

0.985

1.021

0.094

-0.245

PWSO

p_pelagic

4

5

1

0.473

0.471

0.127

0.823

1.558

0.190

0.011

PWSO

p_pelagic

4

5

2

0.465

0.473

0.127

0.809

1.505

0.188

-0.043

PWSO

p_yellow

4

5

1

0.884

0.905

0.663

0.987

1.012

0.085

-0.247

PWSO

p_pelagic

4

6

1

0.469

0.467

0.136

0.803

1.535

0.184

0.011

PWSO

p_pelagic

4

6

2

0.457

0.460

0.121

0.799

1.507

0.185

-0.016

PWSO

p_yellow

4

6

2

0.869

0.893

0.617

0.983

1.013

0.096

-0.251

PWSO

p_pelagic

4

7

1

0.472

0.471

0.132

0.820

1.529

0.188

0.005

PWSO

p_pelagic

4

7

2

0.457

0.452

0.123

0.813

1.519

0.189

0.026

PWSO

p_pelagic

4

8

1

0.471

0.472

0.129

0.820

1.582

0.187

-0.005

PWSO

p_pelagic

4

8

2

0.459

0.459

0.121

0.806

1.560

0.188

0.000

PWSO

p_yellow

4

8

2

0.868

0.891

0.627

0.984

1.015

0.093

-0.248

PWSO

p_pelagic

4

9

1

0.475

0.478

0.140

0.818

1.523

0.188

-0.016

PWSO

p_pelagic

4

9

2

0.464

0.464

0.118

0.813

1.540

0.190

0.000

PWSO

p_yellow

4

9

1

0.881

0.903

0.662

0.985

1.013

0.086

-0.257

PWSO

p_pelagic

6

1

2

0.863

0.949

0.202

1.000

1.011

0.205

-0.419

SOKO2SAP

p_pelagic

6

13

2

0.859

0.949

0.181

1.000

1.014

0.209

-0.430

SOKO2SAP

p_pelagic

6

14

2

0.863

0.949

0.184

1.000

1.013

0.206

-0.418

SOKO2SAP

p_pelagic

6

19

2

0.862

0.948

0.187

1.000

1.014

0.206

-0.417

SOKO2SAP

p_pelagic

6

2

2

0.857

0.949

0.189

1.000

1.011

0.210

-0.438

SOKO2SAP

p_pelagic

6

20

2

0.859

0.949

0.183

1.000

1.011

0.210

-0.429

SOKO2SAP

p_pelagic

6

30

2

0.864

0.949

0.195

1.000

1.013

0.204

-0.417

SOKO2SAP

p_pelagic

6

41

2

0.862

0.948

0.168

1.000

1.011

0.207

-0.416

SOKO2SAP

p_black

8

40

1

0.543

0.427

0.334

0.946

1.022

0.226

0.513

afognak

p_black

8

43

1

0.432

0.429

0.351

0.525

1.019

0.050

0.060

afognak

p_pelagic

9

23

1

0.875

0.881

0.758

0.955

1.018

0.052

-0.115

eastside

p_yellow

9

23

1

0.502

0.502

0.230

0.771

1.012

0.142

0.000

eastside

p_pelagic

9

24

1

0.941

0.944

0.884

0.978

1.012

0.024

-0.126

eastside

p_yellow

9

24

1

0.529

0.531

0.254

0.794

1.011

0.143

-0.014

eastside

p_pelagic

9

25

1

0.842

0.844

0.724

0.941

1.016

0.057

-0.035

eastside

p_yellow

9

25

1

0.549

0.557

0.259

0.810

1.014

0.145

-0.055

eastside

p_yellow

9

33

1

0.629

0.632

0.504

0.749

1.013

0.063

-0.048

eastside

Table Xb. True parameters with an Rhat in excess of 1.1

variable

area_n

year/species

mean

median

lower

upper

Rhat

sd

skew

year

area

tau_beta5_pH

1

2

1.287

0.671

0.060

5.692

1.106

2.746

0.224

CI

beta0_pH

1

3

1.050

1.110

-0.045

1.751

1.126

0.466

-0.129

CI

beta0_pH

10

3

0.289

0.378

-1.000

1.121

1.176

0.530

-0.168

northeast

beta1_pH

10

1

2.152

2.095

1.468

3.111

1.108

0.438

0.130

northeast

beta1_pH

10

3

3.294

2.978

1.930

6.665

1.281

1.215

0.260

northeast

beta2_pH

10

1

2.042

0.935

0.358

11.394

1.225

2.837

0.390

northeast

beta2_pH

10

3

7.955

6.713

0.229

19.821

1.851

7.103

0.175

northeast

beta3_pH

10

3

35.892

35.937

32.953

39.391

1.105

1.393

-0.032

northeast

beta4_pH

10

4

0.761

0.577

0.142

2.298

1.261

2.003

0.092

northeast

beta0_pH

11

1

-0.192

-0.098

-0.957

0.425

3.454

0.386

-0.243

CSEO

beta0_pH

11

4

0.909

0.871

0.077

1.819

1.316

0.438

0.087

CSEO

beta1_pH

11

1

4.873

3.586

2.839

9.215

5.688

2.109

0.610

CSEO

beta1_pH

11

4

1.839

1.846

0.852

2.781

1.316

0.473

-0.015

CSEO

beta2_pH

11

1

0.548

0.560

0.112

1.255

2.374

0.384

-0.031

CSEO

beta3_pH

11

1

34.210

31.941

30.148

41.984

4.060

3.834

0.592

CSEO

beta3_pH

11

4

40.215

40.421

37.336

41.783

1.240

1.185

-0.174

CSEO

beta0_pelagic

11

-0.154

-0.075

-0.746

0.360

3.605

0.347

-0.228

CSEO

beta1_pelagic

11

1.179

1.094

0.506

2.011

3.477

0.437

0.195

CSEO

beta2_pelagic

11

2.394

1.845

0.177

6.473

1.689

1.969

0.279

CSEO

beta3_pelagic

11

30.657

30.605

27.750

33.815

1.350

1.428

0.036

CSEO

beta4_pelagic

11

-0.253

-0.250

-0.645

0.120

1.415

0.191

-0.016

CSEO

beta5_pelagic

11

2.906

2.940

2.398

3.352

1.311

0.261

-0.130

CSEO

beta0_yellow

11

-0.069

-0.060

-0.498

0.281

1.105

0.188

-0.048

CSEO

beta2_pH

12

1

1.237

1.104

0.612

2.769

1.110

0.525

0.253

EWYKT

beta2_pH

12

4

-3.082

-2.412

-9.162

-0.762

1.164

2.121

-0.316

EWYKT

beta0_pH

13

1

0.041

0.054

-0.358

0.427

1.159

0.192

-0.068

NSEI

beta1_pH

13

1

2.629

2.628

2.066

3.202

1.156

0.272

0.004

NSEI

beta0_pelagic

13

-0.014

0.032

-0.618

0.466

1.249

0.304

-0.151

NSEI

beta1_pelagic

13

1.352

1.170

0.705

2.602

1.867

0.557

0.327

NSEI

beta2_pelagic

13

1.153

0.576

0.123

5.251

1.189

1.410

0.409

NSEI

beta3_pelagic

13

34.716

35.901

25.385

40.640

1.393

4.410

-0.269

NSEI

beta0_pH

14

1

-0.288

-0.270

-0.733

0.075

1.404

0.212

-0.085

NSEO

beta1_pH

14

1

3.186

3.181

2.660

3.800

1.143

0.286

0.017

NSEO

beta2_pH

14

1

1.011

0.901

0.541

2.313

1.109

0.451

0.244

NSEO

beta3_pH

14

1

32.185

32.191

31.068

33.275

1.136

0.572

-0.010

NSEO

beta5_pH

14

2

-6.316

-6.320

-7.280

-5.336

1.106

0.491

0.008

NSEO

beta0_pelagic

14

-0.527

-0.447

-1.222

-0.027

1.184

0.309

-0.259

NSEO

beta1_pelagic

14

1.855

1.710

1.195

3.396

1.166

0.558

0.260

NSEO

beta2_yellow

14

-5.223

-4.575

-17.957

-0.480

1.111

4.431

-0.146

NSEO

beta0_pH

15

4

0.442

0.386

-0.453

1.308

1.231

0.470

0.119

SSEI

beta1_pH

15

4

1.985

2.027

0.757

2.991

1.132

0.568

-0.074

SSEI

beta2_pH

15

4

-2.513

-2.175

-5.811

-0.823

1.181

1.336

-0.253

SSEI

beta3_pH

15

1

30.958

30.973

29.684

32.137

1.107

0.638

-0.024

SSEI

beta3_pH

15

4

40.682

40.833

38.556

41.651

1.108

0.761

-0.198

SSEI

beta0_pelagic

15

-0.258

-0.269

-0.532

0.039

1.274

0.148

0.074

SSEI

beta1_pelagic

15

0.116

0.061

0.011

0.486

1.119

0.131

0.420

SSEI

beta4_pelagic

15

-1.309

-1.306

-1.677

-0.965

1.160

0.184

-0.016

SSEI

beta0_yellow

15

-1.143

-1.107

-1.745

-0.751

1.181

0.249

-0.145

SSEI

beta1_yellow

15

0.700

0.642

0.029

1.966

1.190

0.457

0.127

SSEI

beta2_yellow

15

-5.719

-4.193

-20.120

-0.124

1.208

5.467

-0.279

SSEI

beta3_yellow

15

31.545

30.396

28.117

38.319

1.247

3.041

0.378

SSEI

beta0_pH

16

1

-0.158

-0.149

-0.634

0.279

1.378

0.233

-0.039

SSEO

beta1_pH

16

1

3.204

3.188

2.665

3.805

1.251

0.272

0.059

SSEO

beta0_pelagic

16

-0.231

-0.071

-1.278

0.387

2.237

0.484

-0.331

SSEO

beta1_pelagic

16

1.333

1.027

0.460

3.137

2.010

0.770

0.397

SSEO

beta2_pelagic

16

1.502

0.837

0.088

6.070

1.224

1.652

0.402

SSEO

beta3_pelagic

16

30.993

31.226

24.681

35.582

1.445

2.511

-0.093

SSEO

beta2_yellow

16

-9.102

-9.853

-19.503

-0.157

1.345

5.536

0.136

SSEO

beta_H

16

3

6.435

6.473

5.243

7.431

1.175

0.560

-0.068

SSEO

tau_beta0_pH

2

3

0.802

0.415

0.054

3.619

1.184

1.927

0.201

NG

mu_beta1_pH

2

1

2.252

1.971

1.170

5.275

1.160

1.327

0.212

NG

mu_beta2_pH

2

1

1.976

1.041

0.036

9.918

1.263

2.547

0.367

NG

mu_beta2_pH

2

3

8.590

6.563

-0.262

24.616

1.718

7.581

0.267

NG

beta1_pH

2

1

1.661

1.650

1.191

2.245

1.126

0.262

0.042

NG

beta5_pelagic

2

1.655

1.671

1.160

2.068

1.386

0.229

-0.070

NG

beta1_yellow

2

1.091

1.016

0.428

2.526

1.250

0.485

0.155

NG

mu_beta0_pH

3

1

-0.021

-0.012

-0.567

0.473

1.143

0.272

-0.033

PWSI

tau_beta0_pH

3

1

11.366

6.132

0.596

54.594

1.310

14.339

0.365

PWSI

mu_beta1_pH

3

1

3.171

3.031

2.267

4.996

1.330

0.727

0.193

PWSI

tau_beta1_pH

3

1

28.987

18.041

0.901

94.236

1.704

28.088

0.390

PWSI

mu_beta2_pH

3

1

1.150

0.892

0.426

4.642

1.121

1.306

0.198

PWSI

tau_beta2_pH

3

1

17.173

6.975

0.076

83.396

1.268

22.591

0.451

PWSI

tau_beta5_pH

3

5

0.765

0.401

0.062

3.115

1.119

2.160

0.169

PWSI

beta0_pH

3

1

1.321

1.363

0.712

1.694

1.241

0.258

-0.163

PWSI

beta1_pH

3

1

1.980

1.885

1.293

3.191

1.248

0.472

0.201

PWSI

beta0_pelagic

3

0.146

0.161

-0.380

0.573

1.290

0.224

-0.067

PWSI

beta1_pelagic

3

0.741

0.731

0.209

1.292

1.326

0.260

0.038

PWSI

beta0_yellow

3

-0.181

-0.177

-0.584

0.180

1.123

0.195

-0.021

PWSI

beta3_yellow

3

33.130

33.214

23.240

40.277

1.209

3.505

-0.024

PWSI

beta0_pelagic

4

-0.141

0.048

-1.179

0.640

4.345

0.555

-0.340

PWSO

beta1_pelagic

4

1.251

1.056

0.534

2.282

3.884

0.555

0.352

PWSO

beta2_pelagic

4

5.632

3.511

0.158

20.389

1.277

5.919

0.358

PWSO

beta3_pelagic

4

24.026

24.261

19.960

27.813

2.363

2.316

-0.101

PWSO

beta0_yellow

4

0.587

0.815

-1.061

1.278

1.611

0.619

-0.369

PWSO

beta1_yellow

4

1.789

1.344

0.594

4.657

1.482

1.105

0.403

PWSO

beta2_yellow

4

-4.430

-1.538

-19.755

-0.066

1.127

5.685

-0.509

PWSO

beta3_yellow

4

30.176

28.400

20.418

41.331

1.190

5.100

0.348

PWSO

beta2_pH

5

1

2.670

1.824

0.394

10.535

1.187

2.677

0.316

BSAI

beta4_pH

5

1

0.431

0.393

0.091

0.916

1.169

0.404

0.094

BSAI

beta4_yellow

5

0.783

0.933

-7.500

8.237

1.172

5.840

-0.026

BSAI

beta0_pH

6

1

-0.564

-0.452

-2.041

0.094

1.193

0.497

-0.225

SOKO2SAP

beta1_pH

6

1

1.998

1.798

1.086

3.702

1.158

0.697

0.287

SOKO2SAP

beta2_pH

6

1

1.652

0.541

0.144

10.976

1.232

2.743

0.405

SOKO2SAP

beta3_pH

6

1

32.559

32.693

25.526

38.387

1.138

2.933

-0.046

SOKO2SAP

beta4_yellow

6

0.755

0.864

-8.610

8.019

1.101

5.167

-0.021

SOKO2SAP

beta4_yellow

7

0.822

0.927

-7.638

8.469

1.118

5.341

-0.020

WKMA

beta0_pH

8

1

-0.406

-0.370

-1.014

-0.035

1.547

0.239

-0.150

afognak

beta1_pH

8

1

1.956

1.808

0.821

3.800

1.947

0.742

0.199

afognak

beta2_pH

8

1

1.915

0.735

0.188

11.455

1.275

2.922

0.404

afognak

beta2_pH

8

3

8.911

7.537

0.760

19.822

1.617

6.325

0.217

afognak

beta3_pH

8

1

35.344

37.631

22.917

41.452

2.270

5.211

-0.439

afognak

beta_H

8

1

1.421

1.230

-2.905

3.807

1.138

4.508

0.042

afognak

beta0_H

8

5.235

6.302

-22.835

28.368

1.166

34.424

-0.031

afognak

beta0_pH

9

1

-0.279

-0.264

-0.877

0.256

1.124

0.280

-0.053

eastside

beta0_pH

9

3

-1.303

-1.056

-3.050

-0.211

1.272

0.804

-0.307

eastside

beta1_pH

9

1

1.842

1.753

1.178

2.966

1.243

0.431

0.207

eastside

beta1_pH

9

3

3.459

3.239

2.153

5.535

1.238

0.901

0.244

eastside

beta2_pH

9

1

1.749

0.747

0.209

9.551

1.214

2.610

0.384

eastside

beta2_pH

9

3

7.721

5.976

0.301

19.858

1.674

6.977

0.250

eastside

beta3_pH

9

1

31.420

31.350

27.925

35.598

1.151

1.919

0.036

eastside

beta3_pH

9

3

32.607

33.240

28.610

34.295

1.270

1.580

-0.401

eastside

logbc_H

16

13

-0.881

-0.877

-1.771

-0.018

1.121

0.451

-0.009

SSEO

logbc_H

16

14

-0.120

-0.123

-0.948

0.681

1.134

0.419

0.007

SSEO

logbc_H

16

15

0.383

0.381

-0.393

1.181

1.116

0.402

0.005

SSEO

logbc_H

16

16

0.139

0.140

-0.638

0.924

1.104

0.386

-0.003

SSEO

lambda_H

16

0.982

0.506

0.051

4.707

1.154

1.410

0.337

SSEO

lambda_H

6

4.951

0.160

0.009

36.406

1.176

11.545

0.415

SOKO2SAP

pG

8

26

0.800

0.815

0.525

0.965

1.141

0.114

-0.132

afognak

pG

8

28

0.794

0.817

0.483

0.962

1.109

0.122

-0.188

afognak

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic

non.BSAI.SOKO.Harv

BSAI.SOKO.Harv

non.BSAI.SOKO.Rel

BSAI.SOKO.Rel

n unconverged at Rhat = 1.01

2,177.00

297.00

2,160.00

416.00

Prop. of total

0.88

0.12

0.84

0.16

Prop. median less than 1

0.15

0.14

0.23

0.38

Prop. median less than 10

0.25

0.43

0.39

0.70

Prop. median less than 50

0.36

0.67

0.52

0.75

Median of the median values

305.02

16.42

42.91

2.41

Mean of the median values

1,367.58

387.42

496.46

192.92

Mean skew of posteriors

0.20

0.29

0.25

0.25

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic

non.BSAI.SOKO.Harv

BSAI.SOKO.Harv

non.BSAI.SOKO.Rel

BSAI.SOKO.Rel

n unconverged at Rhat = 1.1

185.00

15.00

159.00

60.00

Prop. of total

0.92

0.07

0.73

0.27

Prop. median less than 1

0.10

0.53

0.53

0.43

Prop. median less than 10

0.16

0.73

0.77

0.77

Prop. median less than 50

0.35

1.00

0.89

0.82

Median of the median values

133.75

0.50

0.82

1.28

Mean of the median values

1,259.50

9.17

102.99

21.13

Mean skew of posteriors

0.20

0.23

0.22

0.19

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable

Freq

beta_H

2

beta0_H

1

beta0_pelagic

7

beta0_pH

13

beta0_yellow

3

beta1_pelagic

7

beta1_pH

13

beta1_yellow

3

beta2_pelagic

4

beta2_pH

12

beta2_yellow

4

beta3_pelagic

4

beta3_pH

7

beta3_yellow

3

beta4_pelagic

2

beta4_pH

2

beta4_yellow

2

beta5_pelagic

2

H_ay

19

H_ayg

11

H_ayu

17

Hb_ay

23

Hb_ayg

20

Hb_ayu

5

Hd_ay

21

Hd_ayg

15

Hd_ayu

14

Ho_ay

37

Ho_ayg

23

Ho_ayu

24

Hp_ay

27

Hp_ayg

21

Hp_ayu

6

Hs_ay

12

Hs_ayg

10

Hs_ayu

13

Htrend_ay

14

Hy_ay

57

Hy_ayg

44

Hy_ayu

21

lambda_H

2

logbc_H

3

mu_beta0_pH

1

mu_beta1_pH

2

mu_beta2_pH

3

p_pelagic

109

pG

1

pH

21

R_ay

5

R_ayg

6

R_ayu

4

Rb_ayg

6

Rb_ayu

2

Rd_ay

12

Rd_ayg

8

Rd_ayu

8

re_pelagic

127

re_pH

105

re_yellow

39

Ro_ay

45

Ro_ayg

37

Ro_ayu

62

Rp_ay

3

Rp_ayg

5

Rp_ayu

3

Rs_ay

14

Rs_ayg

14

Rs_ayu

41

Ry_ay

39

Ry_ayg

22

Ry_ayu

48

tau_beta0_pH

2

tau_beta1_pH

1

tau_beta2_pH

1

tau_beta5_pH

1

Parameter estimates:

Summary Table of Parameter Estimates
Parameter mean sd Lower_CI Median Upper_CI
mu_bc_H[1] -0.016 0.068 -0.142 -0.019 0.125
mu_bc_H[2] 0.061 0.047 -0.027 0.059 0.156
mu_bc_H[3] -0.286 0.064 -0.405 -0.288 -0.155
mu_bc_H[4] -0.950 0.180 -1.308 -0.949 -0.587
mu_bc_H[5] 1.281 1.064 0.069 1.054 3.788
mu_bc_H[6] -2.257 0.321 -2.866 -2.262 -1.630
mu_bc_H[7] -0.469 0.102 -0.670 -0.467 -0.277
mu_bc_H[8] 0.264 0.348 -0.333 0.234 1.035
mu_bc_H[9] -0.258 0.123 -0.500 -0.257 -0.013
mu_bc_H[10] 0.086 0.065 -0.036 0.084 0.217
mu_bc_H[11] -0.127 0.037 -0.202 -0.127 -0.054
mu_bc_H[12] -0.252 0.103 -0.472 -0.247 -0.061
mu_bc_H[13] -0.156 0.072 -0.293 -0.157 -0.008
mu_bc_H[14] -0.306 0.091 -0.489 -0.304 -0.129
mu_bc_H[15] -0.334 0.047 -0.425 -0.335 -0.240
mu_bc_H[16] -0.243 0.373 -0.893 -0.275 0.615
mu_bc_R[1] 1.013 0.119 0.776 1.017 1.242
mu_bc_R[2] 1.011 0.066 0.880 1.011 1.137
mu_bc_R[3] 0.296 0.082 0.133 0.296 0.457
mu_bc_R[4] 0.671 0.191 0.264 0.683 1.016
mu_bc_R[5] 1.637 0.378 0.895 1.643 2.374
mu_bc_R[6] -1.336 0.336 -1.995 -1.338 -0.652
mu_bc_R[7] 0.480 0.169 0.133 0.481 0.809
mu_bc_R[8] 0.681 0.149 0.398 0.678 0.975
mu_bc_R[9] 0.392 0.176 0.014 0.403 0.710
mu_bc_R[10] 0.866 0.106 0.655 0.867 1.057
mu_bc_R[11] 1.091 0.070 0.949 1.091 1.230
mu_bc_R[12] 0.795 0.165 0.458 0.797 1.106
mu_bc_R[13] 1.075 0.089 0.899 1.075 1.246
mu_bc_R[14] 0.858 0.121 0.604 0.862 1.085
mu_bc_R[15] 0.815 0.101 0.617 0.815 1.014
mu_bc_R[16] 1.417 0.106 1.202 1.417 1.625
tau_pH[1] 2.724 0.206 2.331 2.718 3.152
tau_pH[2] 1.513 0.140 1.260 1.506 1.809
tau_pH[3] 1.356 0.122 1.131 1.350 1.617
tau_pH[4] 1.697 0.264 1.237 1.684 2.277
tau_pH[5] 0.473 0.072 0.348 0.467 0.627
beta0_pH[1,1] 0.484 0.207 0.090 0.476 0.871
beta0_pH[2,1] 1.458 0.150 1.185 1.468 1.751
beta0_pH[3,1] 1.321 0.258 0.712 1.363 1.694
beta0_pH[4,1] 1.592 0.252 1.099 1.593 2.080
beta0_pH[5,1] -0.702 0.351 -1.405 -0.694 -0.038
beta0_pH[6,1] -0.564 0.497 -2.041 -0.452 0.094
beta0_pH[7,1] 0.688 0.139 0.418 0.687 0.948
beta0_pH[8,1] -0.406 0.239 -1.014 -0.370 -0.035
beta0_pH[9,1] -0.279 0.280 -0.877 -0.264 0.256
beta0_pH[10,1] 0.266 0.236 -0.175 0.278 0.707
beta0_pH[11,1] -0.192 0.386 -0.957 -0.098 0.425
beta0_pH[12,1] 0.493 0.240 0.017 0.496 0.973
beta0_pH[13,1] 0.041 0.192 -0.358 0.054 0.427
beta0_pH[14,1] -0.288 0.212 -0.733 -0.270 0.075
beta0_pH[15,1] -0.023 0.202 -0.409 -0.036 0.434
beta0_pH[16,1] -0.158 0.233 -0.634 -0.149 0.279
beta0_pH[1,2] 2.634 0.241 2.180 2.629 3.116
beta0_pH[2,2] 3.024 0.179 2.655 3.027 3.359
beta0_pH[3,2] 3.488 0.203 3.104 3.487 3.883
beta0_pH[4,2] 3.293 0.175 2.962 3.292 3.640
beta0_pH[5,2] 4.483 1.317 2.722 4.231 7.791
beta0_pH[6,2] 3.327 0.268 2.813 3.327 3.863
beta0_pH[7,2] 1.985 0.257 1.478 1.990 2.481
beta0_pH[8,2] 2.897 0.224 2.444 2.895 3.336
beta0_pH[9,2] 3.965 0.292 3.419 3.959 4.555
beta0_pH[10,2] 3.981 0.247 3.501 3.982 4.466
beta0_pH[11,2] 2.294 0.166 1.973 2.292 2.636
beta0_pH[12,2] 1.858 0.224 1.430 1.861 2.292
beta0_pH[13,2] 2.552 0.183 2.201 2.549 2.918
beta0_pH[14,2] 2.003 0.169 1.661 2.006 2.341
beta0_pH[15,2] 2.602 0.196 2.209 2.600 2.984
beta0_pH[16,2] 2.724 0.202 2.329 2.722 3.115
beta0_pH[1,3] 1.050 0.466 -0.045 1.110 1.751
beta0_pH[2,3] 2.029 0.213 1.623 2.022 2.441
beta0_pH[3,3] 2.646 0.202 2.253 2.645 3.049
beta0_pH[4,3] 2.998 0.224 2.549 3.001 3.426
beta0_pH[5,3] 2.646 1.537 0.669 2.317 6.781
beta0_pH[6,3] 1.203 0.417 0.451 1.183 2.045
beta0_pH[7,3] 0.509 0.222 0.096 0.504 0.953
beta0_pH[8,3] 0.292 0.243 -0.187 0.298 0.757
beta0_pH[9,3] -1.303 0.804 -3.050 -1.056 -0.211
beta0_pH[10,3] 0.289 0.530 -1.000 0.378 1.121
beta0_pH[11,3] 0.876 0.549 -0.223 0.895 1.886
beta0_pH[12,3] 0.793 0.732 -0.608 0.756 2.270
beta0_pH[13,3] 0.642 0.443 -0.370 0.681 1.419
beta0_pH[14,3] 0.213 0.447 -0.756 0.253 0.985
beta0_pH[15,3] 0.628 0.452 -0.345 0.654 1.498
beta0_pH[16,3] 0.983 0.675 -0.350 0.957 2.316
beta0_pH[11,4] 0.909 0.438 0.077 0.871 1.819
beta0_pH[12,4] 0.892 0.710 -0.521 0.892 2.205
beta0_pH[13,4] 0.632 0.437 -0.200 0.644 1.523
beta0_pH[14,4] 0.144 0.362 -0.534 0.142 0.843
beta0_pH[15,4] 0.442 0.470 -0.453 0.386 1.308
beta0_pH[16,4] 1.157 0.702 -0.146 1.124 2.615
beta0_pH[11,5] 2.955 0.359 2.268 2.950 3.697
beta0_pH[12,5] -0.818 0.534 -1.847 -0.845 0.274
beta0_pH[13,5] 2.663 0.393 1.966 2.635 3.509
beta0_pH[14,5] 3.548 0.504 2.569 3.543 4.575
beta0_pH[15,5] 1.528 0.285 0.956 1.559 2.018
beta0_pH[16,5] 0.502 0.190 0.194 0.480 0.915
beta1_pH[1,1] 2.671 0.409 1.944 2.652 3.584
beta1_pH[2,1] 1.661 0.262 1.191 1.650 2.245
beta1_pH[3,1] 1.980 0.472 1.293 1.885 3.191
beta1_pH[4,1] 1.980 0.429 1.216 1.949 2.876
beta1_pH[5,1] 2.176 0.401 1.463 2.165 3.006
beta1_pH[6,1] 1.998 0.697 1.086 1.798 3.702
beta1_pH[7,1] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,1] 1.956 0.742 0.821 1.808 3.800
beta1_pH[9,1] 1.842 0.431 1.178 1.753 2.966
beta1_pH[10,1] 2.152 0.438 1.468 2.095 3.111
beta1_pH[11,1] 4.873 2.109 2.839 3.586 9.215
beta1_pH[12,1] 2.984 0.299 2.373 2.991 3.571
beta1_pH[13,1] 2.629 0.272 2.066 2.628 3.202
beta1_pH[14,1] 3.186 0.286 2.660 3.181 3.800
beta1_pH[15,1] 2.570 0.256 2.025 2.586 3.058
beta1_pH[16,1] 3.204 0.272 2.665 3.188 3.805
beta1_pH[1,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[2,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[3,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[4,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[5,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[6,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[7,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[9,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[10,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[11,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[12,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[13,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[14,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[15,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[16,2] 0.000 0.000 0.000 0.000 0.000
beta1_pH[1,3] 2.037 1.064 0.069 1.939 4.616
beta1_pH[2,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[3,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[4,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[5,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[6,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[7,3] 0.000 0.000 0.000 0.000 0.000
beta1_pH[8,3] 3.290 0.920 1.824 3.196 5.539
beta1_pH[9,3] 3.459 0.901 2.153 3.239 5.535
beta1_pH[10,3] 3.294 1.215 1.930 2.978 6.665
beta1_pH[11,3] 2.261 0.584 1.175 2.241 3.488
beta1_pH[12,3] 3.191 0.744 1.776 3.192 4.730
beta1_pH[13,3] 1.921 0.471 1.067 1.887 2.954
beta1_pH[14,3] 2.174 0.474 1.335 2.126 3.213
beta1_pH[15,3] 2.207 0.493 1.337 2.181 3.304
beta1_pH[16,3] 3.424 0.740 2.027 3.427 4.906
beta1_pH[11,4] 1.839 0.473 0.852 1.846 2.781
beta1_pH[12,4] 2.936 0.686 1.711 2.916 4.366
beta1_pH[13,4] 1.759 0.510 0.662 1.781 2.699
beta1_pH[14,4] 2.147 0.395 1.405 2.131 2.938
beta1_pH[15,4] 1.985 0.568 0.757 2.027 2.991
beta1_pH[16,4] 3.261 0.748 1.841 3.257 4.756
beta1_pH[11,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[12,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[13,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[14,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[15,5] 0.000 0.000 0.000 0.000 0.000
beta1_pH[16,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[1,1] 0.877 0.586 0.311 0.696 2.821
beta2_pH[2,1] 1.027 0.788 0.260 0.763 3.412
beta2_pH[3,1] 1.034 0.906 0.139 0.689 3.499
beta2_pH[4,1] 0.810 0.655 0.206 0.583 2.622
beta2_pH[5,1] 2.670 2.677 0.394 1.824 10.535
beta2_pH[6,1] 1.652 2.743 0.144 0.541 10.976
beta2_pH[7,1] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,1] 1.915 2.922 0.188 0.735 11.455
beta2_pH[9,1] 1.749 2.610 0.209 0.747 9.551
beta2_pH[10,1] 2.042 2.837 0.358 0.935 11.394
beta2_pH[11,1] 0.548 0.384 0.112 0.560 1.255
beta2_pH[12,1] 1.237 0.525 0.612 1.104 2.769
beta2_pH[13,1] 0.996 0.484 0.496 0.874 2.453
beta2_pH[14,1] 1.011 0.451 0.541 0.901 2.313
beta2_pH[15,1] 0.890 0.315 0.451 0.829 1.670
beta2_pH[16,1] 0.900 0.283 0.518 0.853 1.501
beta2_pH[1,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[2,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[3,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[4,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[5,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[6,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[7,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[9,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[10,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[11,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[12,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[13,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[14,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[15,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[16,2] 0.000 0.000 0.000 0.000 0.000
beta2_pH[1,3] 6.771 6.626 0.128 5.164 22.231
beta2_pH[2,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[3,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[4,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[5,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[6,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[7,3] 0.000 0.000 0.000 0.000 0.000
beta2_pH[8,3] 8.911 6.325 0.760 7.537 19.822
beta2_pH[9,3] 7.721 6.977 0.301 5.976 19.858
beta2_pH[10,3] 7.955 7.103 0.229 6.713 19.821
beta2_pH[11,3] -5.384 4.711 -18.153 -3.923 -0.482
beta2_pH[12,3] -6.403 4.628 -18.670 -5.208 -0.925
beta2_pH[13,3] -5.864 4.610 -18.494 -4.482 -0.960
beta2_pH[14,3] -5.842 4.533 -18.358 -4.480 -1.101
beta2_pH[15,3] -6.042 4.590 -18.434 -4.749 -0.897
beta2_pH[16,3] -6.015 4.384 -18.712 -4.667 -1.419
beta2_pH[11,4] -2.823 1.804 -6.500 -2.434 -0.343
beta2_pH[12,4] -3.082 2.121 -9.162 -2.412 -0.762
beta2_pH[13,4] -3.121 2.085 -8.831 -2.563 -0.698
beta2_pH[14,4] -2.964 1.929 -8.156 -2.439 -0.900
beta2_pH[15,4] -2.513 1.336 -5.811 -2.175 -0.823
beta2_pH[16,4] -3.239 1.912 -8.584 -2.709 -1.156
beta2_pH[11,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[12,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[13,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[14,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[15,5] 0.000 0.000 0.000 0.000 0.000
beta2_pH[16,5] 0.000 0.000 0.000 0.000 0.000
beta3_pH[1,1] 34.869 1.021 32.946 34.838 36.985
beta3_pH[2,1] 32.879 1.326 30.260 32.903 35.608
beta3_pH[3,1] 33.317 1.504 30.475 33.241 36.768
beta3_pH[4,1] 33.015 1.854 29.649 32.917 37.167
beta3_pH[5,1] 27.609 1.059 26.218 27.463 30.706
beta3_pH[6,1] 32.559 2.933 25.526 32.693 38.387
beta3_pH[7,1] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,1] 35.344 5.211 22.917 37.631 41.452
beta3_pH[9,1] 31.420 1.919 27.925 31.350 35.598
beta3_pH[10,1] 32.629 1.077 30.811 32.577 35.185
beta3_pH[11,1] 34.210 3.834 30.148 31.941 41.984
beta3_pH[12,1] 30.462 0.444 29.574 30.467 31.301
beta3_pH[13,1] 32.040 0.732 30.599 32.017 33.431
beta3_pH[14,1] 32.185 0.572 31.068 32.191 33.275
beta3_pH[15,1] 30.958 0.638 29.684 30.973 32.137
beta3_pH[16,1] 30.093 0.504 29.129 30.061 31.070
beta3_pH[1,2] 33.924 5.164 25.483 33.939 42.431
beta3_pH[2,2] 34.196 5.215 25.500 34.393 42.594
beta3_pH[3,2] 30.484 7.145 18.532 30.257 42.340
beta3_pH[4,2] 30.389 7.228 18.654 30.276 42.418
beta3_pH[5,2] 30.589 7.239 18.567 30.747 42.366
beta3_pH[6,2] 30.413 7.189 18.759 30.182 42.390
beta3_pH[7,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[9,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[10,2] 25.000 0.000 25.000 25.000 25.000
beta3_pH[11,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[12,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[13,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[14,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[15,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[16,2] 24.000 0.000 24.000 24.000 24.000
beta3_pH[1,3] 38.774 3.096 30.401 40.018 42.152
beta3_pH[2,3] 34.084 5.163 25.530 34.021 42.612
beta3_pH[3,3] 30.688 7.267 18.631 30.745 42.299
beta3_pH[4,3] 30.357 7.202 18.552 30.377 42.314
beta3_pH[5,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[6,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[7,3] 25.000 0.000 25.000 25.000 25.000
beta3_pH[8,3] 41.532 0.507 40.218 41.544 42.628
beta3_pH[9,3] 32.607 1.580 28.610 33.240 34.295
beta3_pH[10,3] 35.892 1.393 32.953 35.937 39.391
beta3_pH[11,3] 41.003 1.168 39.032 41.057 42.835
beta3_pH[12,3] 41.855 1.053 39.081 42.290 42.864
beta3_pH[13,3] 41.231 0.706 39.870 41.212 42.614
beta3_pH[14,3] 40.423 0.663 39.107 40.430 41.671
beta3_pH[15,3] 40.717 0.578 39.620 40.716 41.882
beta3_pH[16,3] 42.000 0.392 41.126 42.023 42.775
beta3_pH[11,4] 40.215 1.185 37.336 40.421 41.783
beta3_pH[12,4] 41.573 1.002 39.382 41.945 42.792
beta3_pH[13,4] 41.026 0.874 39.160 41.077 42.470
beta3_pH[14,4] 40.576 0.571 39.424 40.588 41.627
beta3_pH[15,4] 40.682 0.761 38.556 40.833 41.651
beta3_pH[16,4] 42.097 0.467 41.017 42.139 42.858
beta3_pH[11,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[12,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[13,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[14,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[15,5] 25.000 0.000 25.000 25.000 25.000
beta3_pH[16,5] 25.000 0.000 25.000 25.000 25.000
beta4_pH[1,1] 0.303 0.052 0.200 0.302 0.407
beta4_pH[2,1] 0.241 0.041 0.163 0.239 0.330
beta4_pH[3,1] 0.214 0.043 0.132 0.213 0.305
beta4_pH[4,1] 0.321 0.041 0.239 0.321 0.403
beta4_pH[5,1] 0.431 0.404 0.091 0.393 0.916
beta4_pH[6,1] 0.770 0.416 0.296 0.715 1.474
beta4_pH[7,1] 0.867 0.347 0.367 0.811 1.707
beta4_pH[8,1] 0.216 0.092 0.064 0.207 0.424
beta4_pH[9,1] 0.247 0.107 0.065 0.238 0.483
beta4_pH[10,1] 0.113 0.043 0.039 0.110 0.202
beta4_pH[11,1] 0.467 0.052 0.371 0.467 0.575
beta4_pH[12,1] 0.552 0.057 0.445 0.550 0.669
beta4_pH[13,1] 0.667 0.061 0.553 0.665 0.791
beta4_pH[14,1] 0.730 0.064 0.606 0.730 0.861
beta4_pH[15,1] 0.749 0.070 0.620 0.746 0.899
beta4_pH[16,1] 1.129 0.079 0.988 1.125 1.303
beta4_pH[1,2] 0.380 0.111 0.177 0.375 0.621
beta4_pH[2,2] 0.547 0.080 0.396 0.545 0.707
beta4_pH[3,2] 0.481 0.073 0.344 0.478 0.632
beta4_pH[4,2] 0.637 0.087 0.472 0.635 0.808
beta4_pH[5,2] 0.763 0.915 0.112 0.535 2.933
beta4_pH[6,2] 0.891 0.756 0.194 0.719 2.695
beta4_pH[7,2] 0.911 0.454 0.357 0.818 1.965
beta4_pH[8,2] 0.872 0.233 0.474 0.852 1.385
beta4_pH[9,2] 1.109 1.065 0.302 0.868 3.505
beta4_pH[10,2] 0.479 0.083 0.320 0.478 0.647
beta4_pH[11,2] 0.949 0.099 0.769 0.943 1.156
beta4_pH[12,2] 0.556 0.116 0.350 0.549 0.799
beta4_pH[13,2] 0.914 0.095 0.739 0.914 1.106
beta4_pH[14,2] 0.895 0.104 0.702 0.892 1.105
beta4_pH[15,2] 0.919 0.089 0.758 0.912 1.105
beta4_pH[16,2] 1.240 0.131 0.992 1.236 1.503
beta4_pH[1,3] 0.377 0.111 0.178 0.371 0.616
beta4_pH[2,3] 0.269 0.082 0.121 0.262 0.439
beta4_pH[3,3] 0.240 0.070 0.106 0.238 0.385
beta4_pH[4,3] 0.277 0.072 0.145 0.277 0.421
beta4_pH[5,3] 0.787 1.075 0.119 0.566 2.622
beta4_pH[6,3] 0.885 0.856 0.194 0.711 2.677
beta4_pH[7,3] 0.901 0.415 0.367 0.832 1.852
beta4_pH[8,3] 0.434 0.194 0.128 0.413 0.880
beta4_pH[9,3] 0.915 0.868 0.171 0.700 2.895
beta4_pH[10,3] 0.190 0.071 0.066 0.188 0.334
beta4_pH[11,3] 0.440 0.075 0.297 0.439 0.594
beta4_pH[12,3] 0.429 0.067 0.298 0.428 0.564
beta4_pH[13,3] 0.940 0.121 0.723 0.935 1.193
beta4_pH[14,3] 0.947 0.130 0.715 0.941 1.223
beta4_pH[15,3] 0.669 0.088 0.498 0.665 0.849
beta4_pH[16,3] 0.631 0.083 0.483 0.626 0.804
beta4_pH[1,4] 0.638 0.300 0.253 0.582 1.325
beta4_pH[2,4] 0.716 0.336 0.268 0.653 1.563
beta4_pH[3,4] 0.756 0.448 0.218 0.672 1.812
beta4_pH[4,4] 0.711 0.372 0.248 0.635 1.575
beta4_pH[5,4] 0.759 0.933 0.108 0.552 2.632
beta4_pH[6,4] 0.928 0.904 0.214 0.739 2.778
beta4_pH[7,4] 0.897 0.423 0.350 0.824 1.900
beta4_pH[8,4] 0.726 0.512 0.180 0.606 2.097
beta4_pH[9,4] 0.771 0.785 0.135 0.588 2.557
beta4_pH[10,4] 0.761 2.003 0.142 0.577 2.298
beta4_pH[11,4] 0.582 0.065 0.456 0.580 0.719
beta4_pH[12,4] 0.472 0.070 0.337 0.470 0.613
beta4_pH[13,4] 0.839 0.108 0.660 0.829 1.061
beta4_pH[14,4] 0.966 0.108 0.771 0.961 1.199
beta4_pH[15,4] 0.682 0.079 0.540 0.677 0.854
beta4_pH[16,4] 0.611 0.067 0.481 0.611 0.745
beta4_pH[1,5] 0.638 0.283 0.264 0.589 1.329
beta4_pH[2,5] 0.713 0.367 0.250 0.644 1.628
beta4_pH[3,5] 0.754 0.450 0.223 0.649 1.909
beta4_pH[4,5] 0.708 0.349 0.256 0.635 1.610
beta4_pH[5,5] 0.780 0.903 0.122 0.582 2.677
beta4_pH[6,5] 0.914 0.824 0.196 0.733 2.689
beta4_pH[7,5] 0.913 0.449 0.363 0.838 1.962
beta4_pH[8,5] 0.719 0.538 0.185 0.611 1.875
beta4_pH[9,5] 0.795 1.105 0.134 0.571 2.856
beta4_pH[10,5] 0.721 0.659 0.133 0.562 2.340
beta4_pH[11,5] 0.630 0.115 0.428 0.621 0.876
beta4_pH[12,5] 0.574 0.187 0.290 0.544 1.035
beta4_pH[13,5] 1.360 0.273 0.929 1.325 2.007
beta4_pH[14,5] 0.886 0.147 0.628 0.875 1.208
beta4_pH[15,5] 1.289 0.374 0.787 1.218 2.248
beta4_pH[16,5] 9.107 5.206 3.297 7.917 21.746
beta0_pelagic[1] 2.218 0.135 1.949 2.217 2.476
beta0_pelagic[2] 1.504 0.133 1.252 1.500 1.767
beta0_pelagic[3] 0.146 0.224 -0.380 0.161 0.573
beta0_pelagic[4] -0.141 0.555 -1.179 0.048 0.640
beta0_pelagic[5] 1.431 0.208 1.032 1.426 1.850
beta0_pelagic[6] 1.346 0.158 1.043 1.345 1.653
beta0_pelagic[7] 1.517 0.152 1.217 1.515 1.821
beta0_pelagic[8] 1.768 0.139 1.502 1.765 2.043
beta0_pelagic[9] 2.707 0.168 2.373 2.708 3.027
beta0_pelagic[10] 2.539 0.136 2.278 2.536 2.802
beta0_pelagic[11] -0.154 0.347 -0.746 -0.075 0.360
beta0_pelagic[12] 1.784 0.142 1.504 1.784 2.060
beta0_pelagic[13] -0.014 0.304 -0.618 0.032 0.466
beta0_pelagic[14] -0.527 0.309 -1.222 -0.447 -0.027
beta0_pelagic[15] -0.258 0.148 -0.532 -0.269 0.039
beta0_pelagic[16] -0.231 0.484 -1.278 -0.071 0.387
beta1_pelagic[1] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[2] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[3] 0.741 0.260 0.209 0.731 1.292
beta1_pelagic[4] 1.251 0.555 0.534 1.056 2.282
beta1_pelagic[5] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[6] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[7] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[8] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[9] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[10] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[11] 1.179 0.437 0.506 1.094 2.011
beta1_pelagic[12] 0.000 0.000 0.000 0.000 0.000
beta1_pelagic[13] 1.352 0.557 0.705 1.170 2.602
beta1_pelagic[14] 1.855 0.558 1.195 1.710 3.396
beta1_pelagic[15] 0.116 0.131 0.011 0.061 0.486
beta1_pelagic[16] 1.333 0.770 0.460 1.027 3.137
beta2_pelagic[1] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[2] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[3] 7.192 6.052 0.263 5.870 21.866
beta2_pelagic[4] 5.632 5.919 0.158 3.511 20.389
beta2_pelagic[5] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[6] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[7] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[8] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[9] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[10] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[11] 2.394 1.969 0.177 1.845 6.473
beta2_pelagic[12] 0.000 0.000 0.000 0.000 0.000
beta2_pelagic[13] 1.153 1.410 0.123 0.576 5.251
beta2_pelagic[14] 1.378 1.359 0.176 0.866 5.233
beta2_pelagic[15] 2.498 1.909 0.124 2.090 6.967
beta2_pelagic[16] 1.502 1.652 0.088 0.837 6.070
beta3_pelagic[1] 29.340 6.617 18.700 29.160 40.380
beta3_pelagic[2] 29.668 6.584 18.630 29.644 40.423
beta3_pelagic[3] 27.237 3.035 22.264 26.736 32.882
beta3_pelagic[4] 24.026 2.316 19.960 24.261 27.813
beta3_pelagic[5] 29.624 6.713 18.643 29.567 40.462
beta3_pelagic[6] 29.629 6.676 18.556 29.580 40.506
beta3_pelagic[7] 29.560 6.616 18.700 29.666 40.422
beta3_pelagic[8] 29.545 6.603 18.493 29.619 40.432
beta3_pelagic[9] 29.293 6.640 18.613 29.163 40.395
beta3_pelagic[10] 29.385 6.668 18.462 29.522 40.428
beta3_pelagic[11] 30.657 1.428 27.750 30.605 33.815
beta3_pelagic[12] 29.784 6.703 18.608 29.940 40.523
beta3_pelagic[13] 34.716 4.410 25.385 35.901 40.640
beta3_pelagic[14] 32.980 1.528 30.595 32.797 36.155
beta3_pelagic[15] 30.176 6.949 18.655 30.621 40.595
beta3_pelagic[16] 30.993 2.511 24.681 31.226 35.582
beta0_yellow[1] -0.480 0.158 -0.787 -0.479 -0.174
beta0_yellow[2] 0.531 0.206 0.088 0.542 0.892
beta0_yellow[3] -0.181 0.195 -0.584 -0.177 0.180
beta0_yellow[4] 0.587 0.619 -1.061 0.815 1.278
beta0_yellow[5] 0.408 0.347 -0.365 0.457 0.948
beta0_yellow[6] 0.805 0.162 0.488 0.807 1.131
beta0_yellow[7] 0.933 0.171 0.619 0.925 1.292
beta0_yellow[8] 0.977 0.169 0.665 0.968 1.316
beta0_yellow[9] 0.539 0.173 0.192 0.541 0.857
beta0_yellow[10] 0.702 0.139 0.436 0.704 0.971
beta0_yellow[11] -0.069 0.188 -0.498 -0.060 0.281
beta0_yellow[12] -1.240 0.280 -1.928 -1.207 -0.829
beta0_yellow[13] -1.287 0.226 -1.749 -1.265 -0.856
beta0_yellow[14] -0.261 0.193 -0.663 -0.252 0.099
beta0_yellow[15] -1.143 0.249 -1.745 -1.107 -0.751
beta0_yellow[16] -0.286 0.191 -0.697 -0.277 0.055
beta1_yellow[1] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[2] 1.091 0.485 0.428 1.016 2.526
beta1_yellow[3] 0.439 0.289 0.015 0.441 0.957
beta1_yellow[4] 1.789 1.105 0.594 1.344 4.657
beta1_yellow[5] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[6] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[7] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[8] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[9] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[10] 0.000 0.000 0.000 0.000 0.000
beta1_yellow[11] 1.990 0.351 1.452 1.952 2.927
beta1_yellow[12] 0.330 0.604 0.011 0.106 1.967
beta1_yellow[13] 2.303 0.576 1.353 2.247 3.531
beta1_yellow[14] 2.629 0.612 1.642 2.547 4.110
beta1_yellow[15] 0.700 0.457 0.029 0.642 1.966
beta1_yellow[16] 0.151 0.197 0.011 0.067 0.721
beta2_yellow[1] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[2] -6.850 6.091 -21.992 -5.492 -0.126
beta2_yellow[3] -7.621 5.742 -21.610 -6.409 -0.495
beta2_yellow[4] -4.430 5.685 -19.755 -1.538 -0.066
beta2_yellow[5] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[6] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[7] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[8] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[9] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[10] 0.000 0.000 0.000 0.000 0.000
beta2_yellow[11] -4.370 4.492 -16.295 -2.432 -0.447
beta2_yellow[12] -7.715 5.801 -21.746 -6.560 -0.309
beta2_yellow[13] -2.213 3.751 -14.983 -0.715 -0.274
beta2_yellow[14] -5.223 4.431 -17.957 -4.575 -0.480
beta2_yellow[15] -5.719 5.467 -20.120 -4.193 -0.124
beta2_yellow[16] -9.102 5.536 -19.503 -9.853 -0.157
beta3_yellow[1] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[2] 29.023 2.508 23.023 28.724 36.413
beta3_yellow[3] 33.130 3.505 23.240 33.214 40.277
beta3_yellow[4] 30.176 5.100 20.418 28.400 41.331
beta3_yellow[5] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[6] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[7] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[8] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[9] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[10] 25.000 0.000 25.000 25.000 25.000
beta3_yellow[11] 30.163 0.745 28.829 30.035 31.659
beta3_yellow[12] 35.412 4.363 28.348 35.174 42.735
beta3_yellow[13] 30.157 1.200 28.236 30.052 33.188
beta3_yellow[14] 29.338 0.517 28.382 29.252 30.552
beta3_yellow[15] 31.545 3.041 28.117 30.396 38.319
beta3_yellow[16] 34.402 4.168 28.296 33.807 42.517
beta0_black[1] 0.015 0.148 -0.270 0.012 0.313
beta0_black[2] 1.890 0.132 1.631 1.889 2.152
beta0_black[3] 1.360 0.141 1.085 1.359 1.637
beta0_black[4] 2.493 0.141 2.224 2.493 2.762
beta0_black[5] 4.652 2.178 1.753 4.221 10.332
beta0_black[6] 4.534 2.014 2.127 4.022 9.880
beta0_black[7] 3.284 1.847 1.301 2.786 8.522
beta0_black[8] 0.847 0.227 0.414 0.840 1.313
beta0_black[9] 2.589 0.261 2.101 2.584 3.111
beta0_black[10] 1.351 0.142 1.067 1.352 1.624
beta0_black[11] 2.970 0.139 2.698 2.970 3.240
beta0_black[12] 4.767 0.202 4.380 4.765 5.166
beta0_black[13] 0.216 0.165 0.007 0.185 0.611
beta0_black[14] 2.835 0.158 2.518 2.835 3.147
beta0_black[15] 1.281 0.148 0.993 1.285 1.568
beta0_black[16] 3.770 0.150 3.470 3.772 4.062
beta2_black[1] 0.000 0.000 0.000 0.000 0.000
beta2_black[2] 0.000 0.000 0.000 0.000 0.000
beta2_black[3] 0.000 0.000 0.000 0.000 0.000
beta2_black[4] 0.000 0.000 0.000 0.000 0.000
beta2_black[5] 0.000 0.000 0.000 0.000 0.000
beta2_black[6] 0.000 0.000 0.000 0.000 0.000
beta2_black[7] 0.000 0.000 0.000 0.000 0.000
beta2_black[8] 0.000 0.000 0.000 0.000 0.000
beta2_black[9] 0.000 0.000 0.000 0.000 0.000
beta2_black[10] 0.000 0.000 0.000 0.000 0.000
beta2_black[11] 0.000 0.000 0.000 0.000 0.000
beta2_black[12] 0.000 0.000 0.000 0.000 0.000
beta2_black[13] -2.567 1.571 -6.474 -2.137 -0.622
beta2_black[14] 0.000 0.000 0.000 0.000 0.000
beta2_black[15] 0.000 0.000 0.000 0.000 0.000
beta2_black[16] 0.000 0.000 0.000 0.000 0.000
beta3_black[1] 25.000 0.000 25.000 25.000 25.000
beta3_black[2] 25.000 0.000 25.000 25.000 25.000
beta3_black[3] 25.000 0.000 25.000 25.000 25.000
beta3_black[4] 25.000 0.000 25.000 25.000 25.000
beta3_black[5] 25.000 0.000 25.000 25.000 25.000
beta3_black[6] 25.000 0.000 25.000 25.000 25.000
beta3_black[7] 25.000 0.000 25.000 25.000 25.000
beta3_black[8] 25.000 0.000 25.000 25.000 25.000
beta3_black[9] 25.000 0.000 25.000 25.000 25.000
beta3_black[10] 25.000 0.000 25.000 25.000 25.000
beta3_black[11] 25.000 0.000 25.000 25.000 25.000
beta3_black[12] 25.000 0.000 25.000 25.000 25.000
beta3_black[13] 38.914 0.770 37.137 39.034 40.144
beta3_black[14] 25.000 0.000 25.000 25.000 25.000
beta3_black[15] 25.000 0.000 25.000 25.000 25.000
beta3_black[16] 25.000 0.000 25.000 25.000 25.000
beta4_black[1] -0.298 0.195 -0.677 -0.303 0.090
beta4_black[2] 0.269 0.182 -0.089 0.271 0.636
beta4_black[3] -0.976 0.188 -1.349 -0.979 -0.607
beta4_black[4] 0.481 0.220 0.063 0.476 0.910
beta4_black[5] 0.762 1.469 -1.196 0.499 4.504
beta4_black[6] 0.863 1.478 -0.918 0.575 4.421
beta4_black[7] 0.719 1.357 -1.073 0.471 3.873
beta4_black[8] -0.140 0.304 -0.740 -0.140 0.465
beta4_black[9] 1.012 0.829 -0.191 0.853 3.104
beta4_black[10] 0.116 0.187 -0.249 0.116 0.494
beta4_black[11] -0.608 0.192 -0.986 -0.610 -0.236
beta4_black[12] 0.566 0.330 -0.079 0.554 1.223
beta4_black[13] -1.222 0.193 -1.585 -1.223 -0.846
beta4_black[14] 0.052 0.232 -0.393 0.045 0.505
beta4_black[15] -0.998 0.194 -1.375 -0.998 -0.613
beta4_black[16] -0.497 0.208 -0.901 -0.495 -0.099
beta0_dsr[11] -0.644 0.151 -0.937 -0.649 -0.351
beta0_dsr[12] 1.442 0.184 1.075 1.445 1.805
beta0_dsr[13] 0.028 0.178 -0.303 0.020 0.402
beta0_dsr[14] -0.163 0.171 -0.503 -0.164 0.165
beta0_dsr[15] -0.079 0.155 -0.408 -0.070 0.205
beta0_dsr[16] -0.098 0.179 -0.440 -0.101 0.250
beta1_dsr[11] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[12] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[13] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[14] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[15] 0.000 0.000 0.000 0.000 0.000
beta1_dsr[16] 0.000 0.000 0.000 0.000 0.000
beta4_dsr[11] 1.115 0.213 0.677 1.117 1.529
beta4_dsr[12] 0.744 0.336 0.093 0.733 1.413
beta4_dsr[13] 0.211 0.237 -0.272 0.214 0.661
beta4_dsr[14] -0.029 0.248 -0.536 -0.025 0.458
beta4_dsr[15] 0.791 0.215 0.375 0.785 1.221
beta4_dsr[16] 0.452 0.237 -0.014 0.459 0.908
beta0_slope[11] -1.918 0.170 -2.249 -1.917 -1.581
beta0_slope[12] -5.471 0.313 -6.096 -5.460 -4.897
beta0_slope[13] -1.198 0.171 -1.550 -1.193 -0.885
beta0_slope[14] -2.562 0.183 -2.921 -2.559 -2.211
beta0_slope[15] -1.212 0.179 -1.581 -1.200 -0.877
beta0_slope[16] -2.288 0.164 -2.607 -2.292 -1.958
beta1_slope[11] 0.000 0.000 0.000 0.000 0.000
beta1_slope[12] 0.000 0.000 0.000 0.000 0.000
beta1_slope[13] 0.000 0.000 0.000 0.000 0.000
beta1_slope[14] 0.000 0.000 0.000 0.000 0.000
beta1_slope[15] 0.000 0.000 0.000 0.000 0.000
beta1_slope[16] 0.000 0.000 0.000 0.000 0.000
beta4_slope[11] -0.766 0.233 -1.227 -0.763 -0.308
beta4_slope[12] -4.263 0.873 -6.067 -4.240 -2.623
beta4_slope[13] -0.091 0.223 -0.513 -0.092 0.365
beta4_slope[14] -0.369 0.280 -0.907 -0.370 0.177
beta4_slope[15] -0.962 0.232 -1.410 -0.972 -0.517
beta4_slope[16] -0.665 0.247 -1.158 -0.663 -0.193
beta5_slope[11] 2.615 0.262 2.105 2.614 3.110
beta5_slope[12] 1.830 0.464 0.925 1.830 2.752
beta5_slope[13] 1.383 0.252 0.883 1.386 1.866
beta5_slope[14] 3.384 0.404 2.623 3.368 4.214
beta5_slope[15] 1.674 0.261 1.166 1.669 2.184
beta5_slope[16] 2.753 0.350 2.083 2.760 3.446
sigma_H[1] 0.206 0.048 0.117 0.203 0.308
sigma_H[2] 0.174 0.028 0.127 0.172 0.235
sigma_H[3] 0.189 0.041 0.118 0.187 0.276
sigma_H[4] 0.454 0.079 0.328 0.443 0.634
sigma_H[5] 0.965 0.206 0.592 0.958 1.412
sigma_H[6] 0.546 0.171 0.250 0.531 0.916
sigma_H[7] 0.309 0.061 0.215 0.300 0.446
sigma_H[8] 0.430 0.102 0.295 0.416 0.662
sigma_H[9] 0.518 0.118 0.330 0.501 0.785
sigma_H[10] 0.212 0.038 0.144 0.209 0.297
sigma_H[11] 0.264 0.044 0.191 0.260 0.362
sigma_H[12] 0.381 0.146 0.201 0.333 0.721
sigma_H[13] 0.219 0.036 0.157 0.217 0.300
sigma_H[14] 0.507 0.090 0.346 0.500 0.705
sigma_H[15] 0.241 0.038 0.176 0.237 0.325
sigma_H[16] 0.222 0.040 0.156 0.217 0.315
lambda_H[1] 2.131 3.039 0.089 1.035 11.102
lambda_H[2] 5.449 5.299 0.491 3.928 19.604
lambda_H[3] 4.801 7.303 0.256 2.430 23.714
lambda_H[4] 0.007 0.005 0.001 0.006 0.018
lambda_H[5] 2.496 5.501 0.023 0.611 19.061
lambda_H[6] 4.951 11.545 0.009 0.160 36.406
lambda_H[7] 0.011 0.008 0.002 0.010 0.032
lambda_H[8] 7.425 9.670 0.055 4.192 33.380
lambda_H[9] 0.015 0.010 0.003 0.013 0.041
lambda_H[10] 0.217 0.254 0.028 0.158 0.758
lambda_H[11] 0.227 0.328 0.010 0.106 1.110
lambda_H[12] 3.575 4.526 0.185 2.163 16.061
lambda_H[13] 3.201 2.940 0.278 2.343 11.039
lambda_H[14] 3.554 4.395 0.230 2.207 14.375
lambda_H[15] 0.020 0.022 0.003 0.014 0.065
lambda_H[16] 0.982 1.410 0.051 0.506 4.707
mu_lambda_H[1] 3.992 1.872 1.002 3.806 8.058
mu_lambda_H[2] 3.640 2.009 0.399 3.434 8.025
mu_lambda_H[3] 3.441 1.817 0.708 3.137 7.644
sigma_lambda_H[1] 7.906 4.262 1.621 7.243 18.071
sigma_lambda_H[2] 8.018 4.806 0.626 7.391 18.374
sigma_lambda_H[3] 6.199 4.000 0.976 5.256 16.048
beta_H[1,1] 6.516 1.286 3.348 6.722 8.467
beta_H[2,1] 9.753 0.602 8.442 9.799 10.801
beta_H[3,1] 7.778 0.811 5.872 7.867 9.089
beta_H[4,1] 11.005 7.808 -4.649 10.960 26.195
beta_H[5,1] -0.233 2.584 -5.553 -0.086 4.256
beta_H[6,1] 2.659 4.620 -8.839 4.196 8.413
beta_H[7,1] 0.948 5.665 -10.976 1.260 11.424
beta_H[8,1] 1.421 4.508 -2.905 1.230 3.807
beta_H[9,1] 13.725 5.751 2.492 13.615 25.264
beta_H[10,1] 6.825 1.831 3.090 6.855 10.481
beta_H[11,1] 4.799 3.578 -2.862 5.360 9.948
beta_H[12,1] 2.642 1.135 0.704 2.537 5.163
beta_H[13,1] 9.073 0.865 7.208 9.113 10.581
beta_H[14,1] 2.149 1.018 0.187 2.178 4.133
beta_H[15,1] -6.837 3.499 -13.417 -7.043 0.484
beta_H[16,1] 3.157 2.445 -0.854 2.914 8.511
beta_H[1,2] 7.776 0.274 7.215 7.780 8.293
beta_H[2,2] 9.885 0.161 9.559 9.882 10.192
beta_H[3,2] 8.804 0.197 8.418 8.802 9.192
beta_H[4,2] 2.916 1.471 0.115 2.888 5.976
beta_H[5,2] 1.799 1.028 -0.203 1.818 3.760
beta_H[6,2] 5.818 1.081 3.455 5.961 7.628
beta_H[7,2] 2.489 1.055 0.543 2.419 4.721
beta_H[8,2] 2.940 1.270 0.929 3.142 4.218
beta_H[9,2] 3.150 1.108 1.045 3.107 5.386
beta_H[10,2] 7.981 0.365 7.229 7.991 8.681
beta_H[11,2] 9.849 0.640 8.881 9.755 11.263
beta_H[12,2] 3.928 0.364 3.246 3.917 4.681
beta_H[13,2] 9.140 0.238 8.702 9.129 9.622
beta_H[14,2] 4.033 0.346 3.336 4.038 4.704
beta_H[15,2] 11.515 0.635 10.140 11.546 12.686
beta_H[16,2] 4.527 0.787 3.043 4.532 6.074
beta_H[1,3] 8.451 0.263 7.977 8.433 8.982
beta_H[2,3] 9.887 0.140 9.622 9.880 10.188
beta_H[3,3] 9.503 0.165 9.191 9.497 9.851
beta_H[4,3] -2.012 0.851 -3.686 -2.022 -0.350
beta_H[5,3] 3.949 0.627 2.678 3.960 5.123
beta_H[6,3] 8.317 1.256 6.480 8.067 10.801
beta_H[7,3] -2.607 0.630 -3.874 -2.590 -1.385
beta_H[8,3] 5.329 0.601 4.678 5.224 6.677
beta_H[9,3] -2.616 0.704 -4.023 -2.599 -1.276
beta_H[10,3] 8.556 0.278 8.036 8.552 9.108
beta_H[11,3] 8.491 0.289 7.892 8.505 9.015
beta_H[12,3] 5.265 0.323 4.529 5.303 5.798
beta_H[13,3] 8.882 0.176 8.536 8.881 9.221
beta_H[14,3] 5.775 0.274 5.155 5.797 6.262
beta_H[15,3] 10.283 0.304 9.713 10.280 10.900
beta_H[16,3] 6.435 0.560 5.243 6.473 7.431
beta_H[1,4] 8.095 0.180 7.690 8.106 8.419
beta_H[2,4] 9.879 0.118 9.632 9.888 10.090
beta_H[3,4] 9.987 0.155 9.656 10.001 10.260
beta_H[4,4] 11.789 0.460 10.863 11.798 12.685
beta_H[5,4] 5.628 0.734 4.453 5.547 7.316
beta_H[6,4] 6.923 0.916 5.079 7.077 8.298
beta_H[7,4] 8.573 0.353 7.874 8.579 9.237
beta_H[8,4] 6.690 0.278 6.084 6.711 7.134
beta_H[9,4] 7.427 0.451 6.567 7.425 8.368
beta_H[10,4] 7.482 0.218 7.063 7.476 7.924
beta_H[11,4] 9.509 0.193 9.135 9.507 9.888
beta_H[12,4] 7.256 0.197 6.866 7.251 7.671
beta_H[13,4] 9.059 0.136 8.786 9.064 9.302
beta_H[14,4] 7.821 0.218 7.398 7.812 8.278
beta_H[15,4] 9.463 0.226 9.026 9.461 9.909
beta_H[16,4] 9.314 0.220 8.924 9.301 9.777
beta_H[1,5] 8.883 0.155 8.555 8.887 9.159
beta_H[2,5] 10.677 0.095 10.499 10.673 10.872
beta_H[3,5] 10.788 0.159 10.487 10.787 11.104
beta_H[4,5] 8.369 0.483 7.478 8.351 9.389
beta_H[5,5] 5.193 0.615 3.736 5.264 6.191
beta_H[6,5] 8.889 0.655 7.905 8.794 10.316
beta_H[7,5] 6.591 0.351 5.916 6.585 7.304
beta_H[8,5] 8.229 0.234 7.874 8.208 8.720
beta_H[9,5] 8.187 0.458 7.265 8.192 9.082
beta_H[10,5] 9.992 0.223 9.546 9.990 10.414
beta_H[11,5] 11.610 0.224 11.166 11.607 12.050
beta_H[12,5] 8.613 0.183 8.240 8.609 8.989
beta_H[13,5] 10.126 0.134 9.876 10.121 10.401
beta_H[14,5] 9.246 0.222 8.837 9.234 9.710
beta_H[15,5] 11.317 0.243 10.838 11.317 11.793
beta_H[16,5] 9.867 0.166 9.524 9.870 10.175
beta_H[1,6] 10.133 0.231 9.766 10.100 10.700
beta_H[2,6] 11.471 0.115 11.252 11.469 11.715
beta_H[3,6] 10.574 0.158 10.247 10.578 10.858
beta_H[4,6] 12.900 0.855 11.143 12.915 14.527
beta_H[5,6] 5.705 0.640 4.571 5.659 6.992
beta_H[6,6] 8.583 0.586 7.227 8.634 9.643
beta_H[7,6] 10.572 0.595 9.382 10.572 11.743
beta_H[8,6] 9.492 0.304 8.916 9.519 9.935
beta_H[9,6] 8.292 0.773 6.797 8.276 9.857
beta_H[10,6] 9.133 0.338 8.418 9.153 9.747
beta_H[11,6] 10.676 0.363 9.898 10.700 11.312
beta_H[12,6] 9.382 0.237 8.940 9.373 9.897
beta_H[13,6] 11.072 0.152 10.785 11.070 11.384
beta_H[14,6] 9.936 0.288 9.350 9.942 10.493
beta_H[15,6] 10.549 0.428 9.694 10.548 11.376
beta_H[16,6] 10.615 0.230 10.123 10.625 11.048
beta_H[1,7] 10.248 1.236 6.953 10.509 11.982
beta_H[2,7] 12.110 0.509 10.982 12.141 13.038
beta_H[3,7] 10.145 0.709 8.552 10.231 11.341
beta_H[4,7] 1.474 4.428 -6.978 1.354 10.527
beta_H[5,7] 5.891 2.086 1.675 5.936 9.940
beta_H[6,7] 7.077 3.147 -0.937 8.162 11.004
beta_H[7,7] 7.633 2.989 1.693 7.664 13.521
beta_H[8,7] 10.919 1.199 9.212 10.858 13.111
beta_H[9,7] 4.912 4.040 -3.326 4.978 12.716
beta_H[10,7] 9.884 1.623 7.013 9.759 13.346
beta_H[11,7] 11.506 1.789 8.435 11.363 15.381
beta_H[12,7] 9.784 0.956 7.655 9.870 11.423
beta_H[13,7] 11.683 0.696 10.131 11.744 12.857
beta_H[14,7] 10.698 0.925 8.796 10.729 12.341
beta_H[15,7] 13.876 2.244 9.470 13.853 18.322
beta_H[16,7] 12.523 1.252 10.460 12.355 15.420
beta0_H[1] 8.549 18.081 -28.080 8.604 43.411
beta0_H[2] 10.287 7.983 -6.745 10.481 25.620
beta0_H[3] 9.776 10.705 -12.465 9.735 32.226
beta0_H[4] 8.349 181.324 -351.396 6.473 381.142
beta0_H[5] 3.874 31.678 -57.055 4.161 59.222
beta0_H[6] 6.309 53.280 -112.045 7.159 123.582
beta0_H[7] 4.193 139.977 -275.165 4.556 286.958
beta0_H[8] 5.235 34.424 -22.835 6.302 28.368
beta0_H[9] 8.500 120.898 -233.087 9.302 258.492
beta0_H[10] 8.324 36.206 -64.099 7.806 80.725
beta0_H[11] 9.781 52.967 -98.752 9.415 123.045
beta0_H[12] 6.655 11.092 -16.827 6.548 28.551
beta0_H[13] 9.866 10.382 -11.303 9.974 29.632
beta0_H[14] 7.092 11.444 -17.446 6.936 29.731
beta0_H[15] 8.468 116.651 -219.977 9.239 240.460
beta0_H[16] 8.005 23.895 -39.914 8.103 56.924